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Stark C. Draper

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affiliation: University of Toronto, Department of Engineering Science, ON, Canada
affiliation: University of Wisconsin, USA

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2002
[b1]
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Stark C. Draper:
Successive structuring of source coding algorithms for data fusion, buffering, and distribution in networks. Massachusetts Institute of Technology, Cambridge, MA, USA, 2002

Journal Articles

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2025
[j46]
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Reza Rafie Borujeny, Susanna E. Rumsey, Stark C. Draper, Frank R. Kschischang:
Soft Demapping of Spherical Codes From Cartesian Powers of PAM Constellations. IEEE J. Sel. Areas Commun. 43(5): 1469-1483 (2025)
[j45]
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Maxim Goukhshtein, Stark C. Draper, Jeebak Mitra:
Parallelized Block-Based Distribution Matching. IEEE Trans. Commun. 73(2): 711-725 (2025)
2024
[j44]
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Shahrzad Kiani, Franziska Boenisch, Stark C. Draper:
Controlled Privacy Leakage Propagation Throughout Overlapping Grouped Learning. IEEE J. Sel. Areas Inf. Theory 5: 442-463 (2024)
[j43]
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Amirreza Asadzadeh, Anthony Ho, Frank R. Kschischang, Stark C. Draper:
Exploiting Parity-Polytope Geometry in Approximate and Randomized Scheduled ADMM-LP Decoding. IEEE Trans. Commun. 72(8): 4551-4563 (2024)
[j42]
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Tharindu Adikari, Haider Al-Lawati, Jason Lam, Zhenhua Hu, Stark C. Draper:
Exploiting Stragglers in Distributed Computing Systems With Task Grouping. IEEE Trans. Serv. Comput. 17(6): 3613-3626 (2024)
2022
[j41]
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Shahrzad Kiani, Stark C. Draper:
Successive Approximation Coding for Distributed Matrix Multiplication. IEEE J. Sel. Areas Inf. Theory 3(2): 286-305 (2022)
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Haider Al-Lawati, Stark C. Draper:
Staleness Analysis in Asynchronous Optimization. IEEE Trans. Signal Inf. Process. over Networks 8: 404-420 (2022)
2021
[j39]
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Haider Al-Lawati, Tharindu Adikari, Stark C. Draper:
Asynchronous Delayed Optimization With Time-Varying Minibatches. IEEE J. Sel. Areas Inf. Theory 2(2): 784-801 (2021)
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Pulkit Grover, Viveck R. Cadambe, Sennur Ulukus, Stark C. Draper, Salman Avestimehr, Osvaldo Simeone:
Guest Editorial for Special Issue on Coded Computing. IEEE J. Sel. Areas Inf. Theory 2(3): 813 (2021)
[j37]
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Tharindu B. Adikari, Stark C. Draper:
Compressing Gradients by Exploiting Temporal Correlation in Momentum-SGD. IEEE J. Sel. Areas Inf. Theory 2(3): 970-986 (2021)
[j36]
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Shahrzad Kiani, Nuwan S. Ferdinand, Stark C. Draper:
Hierarchical Coded Matrix Multiplication. IEEE Trans. Inf. Theory 67(2): 726-754 (2021)
[j35]
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Susanna E. Rumsey, Stark C. Draper, Frank R. Kschischang:
Information Density in Multi-Layer Resistive Memories. IEEE Trans. Inf. Theory 67(3): 1446-1460 (2021)
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Haider Al-Lawati, Stark C. Draper:
Anytime Minibatch With Delayed Gradients. IEEE Trans. Signal Inf. Process. over Networks 7: 208-221 (2021)
2020
[j33]
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Haoyuan Wei, Xishuo Liu, Stark C. Draper:
Corrections to "The ADMM Penalized Decoder for LDPC Codes". IEEE Trans. Inf. Theory 66(12): 8056 (2020)
[j32]
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Nafiseh Ghoroghchian, David M. Groppe, Roman Genov, Taufik A. Valiante, Stark C. Draper:
Node-Centric Graph Learning From Data for Brain State Identification. IEEE Trans. Signal Inf. Process. over Networks 6: 120-132 (2020)
[j31]
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Maxim Goukhshtein, Petros T. Boufounos, Toshiaki Koike-Akino, Stark C. Draper:
Distributed Coding of Quantized Random Projections. IEEE Trans. Signal Process. 68: 5924-5939 (2020)
2019
[j30]
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Mitchell Wasson, Mario Milicevic, Stark C. Draper, P. Glenn Gulak:
Hardware-Based Linear Program Decoding With the Alternating Direction Method of Multipliers. IEEE Trans. Signal Process. 67(19): 4976-4991 (2019)
2018
[j29]
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Miguel R. D. Rodrigues, Helmut Bölcskei, Stark C. Draper, Yonina C. Eldar, Vincent Yan Fu Tan:
Introduction to the Issue on Information-Theoretic Methods in Data Acquisition, Analysis, and Processing. IEEE J. Sel. Top. Signal Process. 12(5): 821-824 (2018)
2017
[j28]
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Yanpei Liu, Guilherme Cox, Qingyuan Deng, Stark C. Draper, Ricardo Bianchini:
Fast Power and Energy Management for Future Many-Core Systems. ACM Trans. Model. Perform. Evaluation Comput. Syst. 2(3): 17:1-17:31 (2017)
[j27]
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Jing Yang, Stark C. Draper, Robert D. Nowak:
Learning the Interference Graph of a Wireless Network. IEEE Trans. Signal Inf. Process. over Networks 3(3): 631-646 (2017)
2016
[j26]
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Xishuo Liu, Stark C. Draper:
LP-Decodable Multipermutation Codes. IEEE Trans. Inf. Theory 62(4): 1631-1648 (2016)
[j25]
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Xishuo Liu, Stark C. Draper:
The ADMM Penalized Decoder for LDPC Codes. IEEE Trans. Inf. Theory 62(6): 2966-2984 (2016)
[j24]
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Xishuo Liu, Stark C. Draper:
ADMM LP Decoding of Non-Binary LDPC Codes in 𝔽_2^m. IEEE Trans. Inf. Theory 62(6): 2985-3010 (2016)
2015
[j23]
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Tzu-Han Chou, Vincent Y. F. Tan, Stark C. Draper:
The Sender-Excited Secret Key Agreement Model: Capacity, Reliability, and Secrecy Exponents. IEEE Trans. Inf. Theory 61(1): 609-627 (2015)
[j22]
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Yanina Y. Shkel, Vincent Y. F. Tan, Stark C. Draper:
Unequal Message Protection: Asymptotic and Non-Asymptotic Tradeoffs. IEEE Trans. Inf. Theory 61(10): 5396-5416 (2015)
2014
[j21]
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Stark C. Draper, Cheng Chang, Anant Sahai:
Lossless Coding for Distributed Streaming Sources. IEEE Trans. Inf. Theory 60(3): 1447-1474 (2014)
[j20]
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Ashish Khisti, Stark C. Draper:
The Streaming-DMT of Fading Channels. IEEE Trans. Inf. Theory 60(11): 7058-7072 (2014)
2013
[j19]
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Tzu-Han Chou, Stark C. Draper, Akbar M. Sayeed:
Secret Key Generation from Sparse Wireless Channels: Ergodic Capacity and Secrecy Outage. IEEE J. Sel. Areas Commun. 31(9): 1751-1764 (2013)
[j18]
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Shantanu Rane, Ye Wang, Stark C. Draper, Prakash Ishwar:
Secure Biometrics: Concepts, Authentication Architectures, and Challenges. IEEE Signal Process. Mag. 30(5): 51-64 (2013)
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Bobak Nazer, Yanina Shkel, Stark C. Draper:
The AWGN Red Alert Problem. IEEE Trans. Inf. Theory 59(4): 2188-2200 (2013)
[j16]
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Yige Wang, Stark C. Draper, Jonathan S. Yedidia:
Hierarchical and High-Girth QC LDPC Codes. IEEE Trans. Inf. Theory 59(7): 4553-4583 (2013)
[j15]
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Siddharth Barman, Xishuo Liu, Stark C. Draper, Benjamin Recht:
Decomposition Methods for Large Scale LP Decoding. IEEE Trans. Inf. Theory 59(12): 7870-7886 (2013)
2012
[j14]
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Yanpei Liu, Stark C. Draper, Akbar M. Sayeed:
Exploiting Channel Diversity in Secret Key Generation From Multipath Fading Randomness. IEEE Trans. Inf. Forensics Secur. 7(5): 1484-1497 (2012)
[j13]
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Ye Wang, Shantanu Rane, Stark C. Draper, Prakash Ishwar:
A Theoretical Analysis of Authentication, Privacy, and Reusability Across Secure Biometric Systems. IEEE Trans. Inf. Forensics Secur. 7(6): 1825-1840 (2012)
[j12]
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Vincent Y. F. Tan, Laura Balzano, Stark C. Draper:
Rank Minimization Over Finite Fields: Fundamental Limits and Coding-Theoretic Interpretations. IEEE Trans. Inf. Theory 58(4): 2018-2039 (2012)
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Tzu-Han Chou, Stark C. Draper, Akbar M. Sayeed:
Key Generation Using External Source Excitation: Capacity, Reliability, and Secrecy Exponent. IEEE Trans. Inf. Theory 58(4): 2455-2474 (2012)
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Nam Sung Kim, Stark C. Draper, Shi-Ting Zhou, Sumeet Katariya, Hamid Reza Ghasemi, Taejoon Park:
Analyzing the Impact of Joint Optimization of Cell Size, Redundancy, and ECC on Low-Voltage SRAM Array Total Area. IEEE Trans. Very Large Scale Integr. Syst. 20(12): 2333-2337 (2012)
2011
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Jonathan S. Yedidia, Yige Wang, Stark C. Draper:
Divide and Concur and Difference-Map BP Decoders for LDPC Codes. IEEE Trans. Inf. Theory 57(2): 786-802 (2011)
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Stark C. Draper, Lingjia Liu, Andreas F. Molisch, Jonathan S. Yedidia:
Cooperative Transmission for Wireless Networks Using Mutual-Information Accumulation. IEEE Trans. Inf. Theory 57(8): 5151-5162 (2011)
2009
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Stark C. Draper, Frank R. Kschischang, Brendan J. Frey:
Rateless coding for arbitrary channel mixtures with decoder channel state information. IEEE Trans. Inf. Theory 55(9): 4119-4133 (2009)
2008
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Stark C. Draper, Anant Sahai:
Variable-length channel coding with noisy feedback. Eur. Trans. Telecommun. 19(4): 355-370 (2008)
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Daniel Schonberg, Stark C. Draper, Chuohao Yeo, Kannan Ramchandran:
Toward Compression of Encrypted Images and Video Sequences. IEEE Trans. Inf. Forensics Secur. 3(4): 749-762 (2008)
2006
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Stark C. Draper, Mitchell D. Trott:
Costs and benefits of fading for streaming media over wireless. IEEE Netw. 20(2): 28-33 (2006)
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Aaron S. Cohen, Stark C. Draper, Emin Martinian, Gregory W. Wornell:
Stealing Bits From a Quantized Source. IEEE Trans. Inf. Theory 52(7): 2965-2985 (2006)
2005
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Stark C. Draper, Mitchell D. Trott, Gregory W. Wornell:
A universal approach to queuing with distortion control. IEEE Trans. Autom. Control. 50(4): 532-537 (2005)
2004
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Stark C. Draper, Gregory W. Wornell:
Side information aware coding strategies for sensor networks. IEEE J. Sel. Areas Commun. 22(6): 966-976 (2004)

Conference and Workshop Papers

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2025
[c95]
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Shahrzad Kiani, Nupur Kulkarni, Adam Dziedzic, Stark C. Draper, Franziska Boenisch:
Differentially Private Federated Learning with Time-Adaptive Privacy Spending. ICLR 2025
2024
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Shahrzad Kiani, Franziska Boenisch, Stark C. Draper:
Controlled privacy leakage propagation throughout differential private overlapping grouped learning. ISIT 2024: 386-391
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Tharindu Adikari, Stark C. Draper:
Common Function Reconstruction with Information Swapping Terminals. ISIT 2024: 1670-1675
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Yuanxin Guo, Sadaf Salehkalaibar, Stark C. Draper, Wei Yu:
One-Shot Achievability Region for Hypothesis Testing with Communication Constraint. ITW 2024: 55-60
2023
[c91]
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Tharindu Adikari, Haider Al-Lawati, Jason Lam, Zhenhua Hu, Stark C. Draper:
Straggler Exploitation in Distributed Computing Systems with Task Grouping. Allerton 2023: 1-7
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Maxim Goukhshtein, Stark C. Draper:
Polar Coded Distribution Matching for Probabilistic Shaping and Stealth Communication. ISTC 2023: 1-5
2022
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Amirreza Asadzadeh, Masoud Barakatain, Stark C. Draper, Jeebak Mitra:
SAPA: Sparse Affine Projection Algorithm in ADMM-LP Decoding of LDPC Codes. CWIT 2022: 27-32
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Maxim Goukhshtein, Stark C. Draper, Jeebak Mitra:
Probabilistic Shaping Using a Block-Based Bit-Level Distribution Matcher. CWIT 2022: 68-73
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Haider Al-Lawati, Stark C. Draper:
Gradient Staleness in Asynchronous Optimization Under Random Communication Delays. ICASSP 2022: 4353-4357
[c86]
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Maxim Goukhshtein, Stark C. Draper, Jeebak Mitra:
Rate-Energy Optimal Probabilistic Shaping Using Linear Codes. ISIT 2022: 790-795
[c85]
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Shahrzad Kiani, Stark C. Draper:
Successive Approximation for Coded Matrix Multiplication. ISIT 2022: 838-843
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Tharindu Adikari, Stark C. Draper:
Two-terminal source coding with common sum reconstruction. ISIT 2022: 1420-1424
[c83]
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Amirreza Asadzadeh, Masoud Barakatain, Jeebak Mitra, Frank R. Kschischang, Stark C. Draper:
Randomized Scheduling of ADMM-LP Decoding Based on Geometric Priors. ITW 2022: 119-124
2021
[c82]
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Nafiseh Ghoroghchian, Gautam Dasarathy, Stark C. Draper:
Graph Community Detection from Coarse Measurements: Recovery Conditions for the Coarsened Weighted Stochastic Block Model. AISTATS 2021: 3619-3627
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Shahrzad Kiani, Tharindu Adikari, Stark C. Draper:
Hierarchical Coded Elastic Computing. ICASSP 2021: 4045-4049
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Tharindu Adikari, Stark C. Draper:
Exploitation of temporal structure in momentum-SGD for gradient compression. ISTC 2021: 1-5
2020
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Tharindu Adikari, Stark C. Draper:
Decentralized Optimization with Non-Identical Sampling in Presence of Stragglers. ICASSP 2020: 3702-3706
[c78]
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Haider Al-Lawati, Stark C. Draper:
Anytime Minibatch with Delayed Gradients: System Performance and Convergence Analysis. ICASSP 2020: 3992-3996
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Haider Al-Lawati, Stark C. Draper:
Gradient Delay Analysis in Asynchronous Distributed Optimization. ICASSP 2020: 4207-4211
2019
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Tharindu Adikari, Stark C. Draper:
Efficient learning of neighbor representations for boundary trees and forests. CISS 2019: 1-6
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Haider Al-Lawati, Nuwan S. Ferdinand, Stark C. Draper:
Anytime Minibatch with Stale Gradients : (Invited Paper). CISS 2019: 1-5
[c74]
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Shahrzad Kiani, Nuwan S. Ferdinand, Stark C. Draper:
Hierarchical coded matrix multiplication. CWIT 2019: 1-6
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Susanna E. Rumsey, Stark C. Draper, Frank R. Kschischang:
Information Storage in Multilayer Resistive Memories. CWIT 2019: 1-6
[c72]
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Nuwan S. Ferdinand, Haider Al-Lawati, Stark C. Draper, Matthew S. Nokleby:
Anytime Minibatch: Exploiting Stragglers in Online Distributed Optimization. ICLR (Poster) 2019
2018
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Nuwan S. Ferdinand, Stark C. Draper:
Anytime Stochastic Gradient Descent: A Time to Hear from all the Workers. Allerton 2018: 552-559
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Nuwan S. Ferdinand, Stark C. Draper:
Hierarchical Coded Computation. ISIT 2018: 1620-1624
[c69]
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Shahrzad Kiani, Nuwan S. Ferdinand, Stark C. Draper:
Exploitation of Stragglers in Coded Computation. ISIT 2018: 1988-1992
2017
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Haider Al-Lawati, Nuwan S. Ferdinand, Stark C. Draper:
Coded caching with non-identical user demands. CWIT 2017: 1-5
[c67]
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Pao-Sheng Chouy, Nuwan S. Ferdinand, Ihab Amerz, Stark C. Draper:
Hardware-aware motion estimation via low-resolution motion hints. CWIT 2017: 1-5
[c66]
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Toshiaki Koike-Akino, Congzhe Cao, Ye Wang, Stark C. Draper, David S. Millar, Kieran Parsons, Keisuke Kojima, Milutin Pajovic, Lídia Galdino, Daniel J. Elson, Domaniç Lavery, Polina Bayvel:
Irregular Polar Coding for Multi-Level Modulation in Complexity-Constrained Lightwave Systems. ECOC 2017: 1-3
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Congzhe Cao, Toshiaki Koike-Akino, Ye Wang, Stark C. Draper:
Irregular Polar Coding for Massive MIMO Channels. GLOBECOM 2017: 1-7
[c64]
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Mitchell Wasson, Mario Milicevic, Stark C. Draper, P. Glenn Gulak:
Hardware-based linear programming decoding via the alternating direction method of multipliers. ICASSP 2017: 1143-1147
[c63]
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Toshiaki Koike-Akino, Ye Wang, Stark C. Draper, Kenya Sugihara, Wataru Matsumoto:
Bit-interleaved polar-coded OFDM for low-latency M2M wireless communications. ICC 2017: 1-7
[c62]
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Nuwan S. Ferdinand, Benjamin Gharachorloo, Stark C. Draper:
Anytime Exploitation of Stragglers in Synchronous Stochastic Gradient Descent. ICMLA 2017: 141-146
[c61]
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Maxim Goukhshtein, Petros T. Boufounos, Toshiaki Koike-Akino, Stark C. Draper:
Distributed coding of multispectral images. ISIT 2017: 3230-3234
[c60]
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Toshiaki Koike-Akino, Ye Wang, Stark C. Draper, Kenya Sugihara, Wataru Matsumoto, David S. Millar, Kieran Parsons, Keisuke Kojima:
Bit-interleaved polar-coded modulation for low-latency short-block transmission. OFC 2017: 1-3
2016
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Nuwan S. Ferdinand, Stark C. Draper:
Anytime coding for distributed computation. Allerton 2016: 954-960
[c58]
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Yanpei Liu, Guilherme Cox, Qingyuan Deng, Stark C. Draper, Ricardo Bianchini:
FastCap: An efficient and fair algorithm for power capping in many-core systems. ISPASS 2016: 57-68
2015
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Mitchell Wasson, Stark C. Draper:
Hardware based projection onto the parity polytope and probability simplex. ACSSC 2015: 1015-1020
[c56]
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Yanina Y. Shkel, Vincent Y. F. Tan, Stark C. Draper:
Second-order coding rate for m-class source-channel codes. Allerton 2015: 620-626
[c55]
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Hao Feng, Andreas F. Molisch, Stark C. Draper:
Linearization-based cross-layer design for throughput maximization in OFDMA wireless ad-hoc networks. ICC 2015: 2674-2679
[c54]
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Xishuo Liu, Stark C. Draper:
ADMM decoding on trapping sets. ISIT 2015: 2663-2667
[c53]
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Xishuo Liu, Stark C. Draper:
Encoding and decoding algorithms for LP-decodable multipermutation codes. ITW 2015: 1-5
[c52]
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Xishuo Liu, Stark C. Draper:
ADMM decoding of error correction codes: From geometries to algorithms. ITW 2015: 1-5
2014
[c51]
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Xishuo Liu, Stark C. Draper:
LP-decodable multipermutation codes. Allerton 2014: 828-835
[c50]
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  - conf/allerton/GoldbergD14
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Adina Goldberg, Stark C. Draper:
The privacy/security tradeoff across jointly designed linear authentication systems. Allerton 2014: 1279-1286
[c49]
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Yanpei Liu, Stark C. Draper, Nam Sung Kim:
SleepScale: Runtime joint speed scaling and sleep states management for power efficient data centers. ISCA 2014: 313-324
[c48]
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Xishuo Liu, Stark C. Draper:
Instanton search algorithm for the ADMM penalized decoder. ISIT 2014: 696-700
[c47]
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Yanina Shkel, Vincent Y. F. Tan, Stark C. Draper:
On mismatched unequal message protection for finite block length joint source-channel coding. ISIT 2014: 1692-1696
[c46]
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Xishuo Liu, Stark C. Draper:
ADMM decoding of non-binary LDPC codes in F2m. ISIT 2014: 2449-2453
[c45]
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Yanina Y. Shkel, Vincent Y. F. Tan, Stark C. Draper:
Achievability bounds for unequal message protection at finite block lengths. ISIT 2014: 2519-2523
2013
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Yanina Shkel, Vincent Y. F. Tan, Stark C. Draper:
Converse bounds for assorted codes in the finite blocklength regime. ISIT 2013: 1720-1724
2012
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Xishuo Liu, Stark C. Draper, Benjamin Recht:
The l1 penalized decoder and its reweighted LP. Allerton Conference 2012: 1572-1579
[c42]
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Jing Yang, Yanpei Liu, Stark C. Draper:
Optimal scheduling policies with mutual information accumulation in wireless networks. INFOCOM 2012: 1062-1070
[c41]
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Jing Yang, Stark C. Draper, Robert D. Nowak:
Passive learning of the interference graph of a wireless network. ISIT 2012: 2735-2740
[c40]
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Xishuo Liu, Stark C. Draper, Benjamin Recht:
Suppressing pseudocodewords by penalizing the objective of LP decoding. ITW 2012: 367-371
2011
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Siddharth Barman, Xishuo Liu, Stark C. Draper, Benjamin Recht:
Decomposition methods for large scale LP decoding. Allerton 2011: 253-260
[c38]
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Yanina Y. Shkel, Stark C. Draper, Bobak Nazer:
On the cooperative red alert exponent for the AWGN-MAC with feedback. Allerton 2011: 493-500
[c37]
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Tzu-Han Chou, Vincent Y. F. Tan, Stark C. Draper:
The sender-excited secret key agreement model: Capacity theorems. Allerton 2011: 928-935
[c36]
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Yanpei Liu, Jing Yang, Stark C. Draper:
Exploiting route diversity in multi-packet transmission using mutual information accumulation. Allerton 2011: 1793-1800
[c35]
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Yanpei Liu, Stark C. Draper, Akbar M. Sayeed:
Secret key generation through OFDM multipath channel. CISS 2011: 1-6
[c34]
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Hamid Reza Ghasemi, Stark C. Draper, Nam Sung Kim:
Low-voltage on-chip cache architecture using heterogeneous cell sizes for high-performance processors. HPCA 2011: 38-49
[c33]
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Gautam Dasarathy, Stark C. Draper:
On reliability of content identification from databases based on noisy queries. ISIT 2011: 1066-1070
[c32]
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Ashish Khisti, Stark C. Draper:
Streaming data over fading wireless channels: The diversity-multiplexing tradeoff. ISIT 2011: 1111-1115
[c31]
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Vincent Y. F. Tan, Laura Balzano, Stark C. Draper:
Rank minimization over finite fields. ISIT 2011: 1195-1199
[c30]
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Stark C. Draper, Ashish Khisti:
Truncated tree codes for streaming data: Infinite-memory reliability using finite memory. ISWCS 2011: 136-140
[c29]
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Ye Wang, Shantanu Rane, Stark C. Draper, Prakash Ishwar:
An information-theoretic analysis of revocability and reusability in secure biometrics. ITA 2011: 331-340
2010
[c28]
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Bobak Nazer, Stark C. Draper:
Gaussian red alert exponents: Geometry and code constructions. Allerton 2010: 645-652
[c27]
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Shi-Ting Zhou, Sumeet Katariya, Hamid Reza Ghasemi, Stark C. Draper, Nam Sung Kim:
Minimizing total area of low-voltage SRAM arrays through joint optimization of cell size, redundancy, and ECC. ICCD 2010: 112-117
[c26]
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Yanina Shkel, Stark C. Draper:
Cooperative reliability for streaming multiple access. ISIT 2010: 1838-1842
[c25]
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Tzu-Han Chou, Stark C. Draper, Akbar M. Sayeed:
Impact of channel sparsity and correlated eavesdropping on secret key generation from multipath channel randomness. ISIT 2010: 2518-2522
2009
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Stark C. Draper, Sheida Malekpour:
Compressed sensing over finite fields. ISIT 2009: 669-673
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Jonathan S. Yedidia, Stark C. Draper, Yige Wang:
Multi-stage decoding of LDPC codes. ISIT 2009: 2151-2155
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Stark C. Draper, Akbar M. Sayeed, Tzu-Han Chou:
Minimum energy per bit for secret key acquisition over multipath wireless channels. ISIT 2009: 2296-2300
2008
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Yagiz Sutcu, Shantanu Rane, Jonathan S. Yedidia, Stark C. Draper, Anthony Vetro:
Feature transformation of biometric templates for secure biometric systems based on error correcting codes. CVPR Workshops 2008: 1-6
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Stark C. Draper, Lingjia Liu, Andreas F. Molisch, Jonathan S. Yedidia:
Routing in Cooperative Wireless Networks with Mutual-Information Accumulation. ICC 2008: 4272-4277
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Anant Sahai, Stark C. Draper:
The "hallucination" bound for the BSC. ISIT 2008: 717-721
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Yagiz Sutcu, Shantanu Rane, Jonathan S. Yedidia, Stark C. Draper, Anthony Vetro:
Feature extraction for a Slepian-Wolf biometric system using LDPC codes. ISIT 2008: 2297-2301
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Luke Yen, Stark C. Draper, Mark D. Hill:
Notary: Hardware techniques to enhance signatures. MICRO 2008: 234-245
2007
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Daniel Schonberg, Chuohao Yeo, Stark C. Draper, Kannan Ramchandran:
On Compression of Encrypted Video. DCC 2007: 173-182
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Stark C. Draper, Ashish Khisti, Emin Martinian, Anthony Vetro, Jonathan S. Yedidia:
Using Distributed Source Coding to Secure Fingerprint Biometrics. ICASSP (2) 2007: 129-132
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Stark C. Draper, Emin Martinian:
Compound conditional source coding, Slepian-Wolf list decoding, and applications to media coding. ISIT 2007: 1511-1515
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Stark C. Draper, Jonathan S. Yedidia, Yige Wang:
ML decoding via mixed-integer adaptive linear programming. ISIT 2007: 1656-1660
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Stark C. Draper, Anant Sahai:
Universal Anytime Coding. WiOpt 2007: 1-5
2006
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Daniel Schonberg, Stark C. Draper, Kannan Ramchandran:
On Compression of Encrypted Images. ICIP 2006: 269-272
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Stark C. Draper, Anant Sahai:
Noisy feedback improves communication reliability. ISIT 2006: 69-73
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Jeff Castura, Yongyi Mao, Stark C. Draper:
On Rateless Coding over Fading Channels with Delay Constraints. ISIT 2006: 1124-1128
2005
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Daniel Schonberg, Stark C. Draper, Kannan Ramchandran:
On blind compression of encrypted data approaching the source entropy rate. EUSIPCO 2005: 1-4
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Stark C. Draper, Prakash Ishwar, David Molnar, Vinod M. Prabhakaran, Kannan Ramchandran, Daniel Schonberg, David A. Wagner:
An Analysis of Empirical PMF Based Tests for Least Significant Bit Image Steganography. Information Hiding 2005: 327-341
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Anant Sahai, Stark C. Draper, Michael Gastpar:
Boosting reliability over AWGN networks with average power constraints and noiseless feedback. ISIT 2005: 402-406
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Stark C. Draper, Cheng Chang, Anant Sahai:
Sequential random binning for streaming distributed source coding. ISIT 2005: 1396-1400
2004
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Stark C. Draper, Brendan J. Frey, Frank R. Kschischang:
On interacting encoders and decoders in multiuser settings. ISIT 2004: 118
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Stark C. Draper, Brendan J. Frey, Frank R. Kschischang:
Efficient variable length channel coding for unknown DMCs. ISIT 2004: 377
2002
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Aaron S. Cohen, Stark C. Draper, Emin Martinian, Gregory W. Wornell:
Source Requantization: Successive Degradation and Bit Stealing. DCC 2002: 102-
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Stark C. Draper, Gregory W. Wornell:
Queuing with distortion-control for multimedia content. ICASSP 2002: 1977-1980

Data and Artifacts

see FAQ

What is the meaning of the colors in the publication lists?

2021
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Sankalp Gilda, Stark C. Draper, Sebastien Fabbro, William Mahoney, Simon Prunet, Kanoa Withington, Matthew Wilson, Yuan-Sen Ting, Andrew Sheinis:
Dataset used in "Uncertainty-Aware Learning for Improvements in Image Quality of the Canada-France-Hawaii Telescope" (https://arxiv.org/abs/2107.00048). Zenodo, 2021

Informal and Other Publications

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What is the meaning of the colors in the publication lists?

2025
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Susanna E. Rumsey, Stark C. Draper, Frank R. Kschischang:
Quasicyclic Principal Component Analysis. CoRR abs/2502.05297 (2025)
[i54]
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Shahrzad Kiani, Nupur Kulkarni, Adam Dziedzic, Stark C. Draper, Franziska Boenisch:
Differentially Private Federated Learning With Time-Adaptive Privacy Spending. CoRR abs/2502.18706 (2025)
[i53]
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Shahrzad Kiani, Franziska Boenisch, Stark C. Draper:
Controlled privacy leakage propagation throughout overlapping grouped learning. CoRR abs/2503.04054 (2025)
2024
[i52]
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Reza Rafie Borujeny, Susanna E. Rumsey, Stark C. Draper, Frank R. Kschischang:
Soft-in Soft-out Decoding of Spherical Codes from Cartesian Powers of PAM Constellations. CoRR abs/2404.04776 (2024)
[i51]
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Tharindu Adikari, Haider Al-Lawati, Jason Lam, Zhenhua Hu, Stark C. Draper:
Exploiting Stragglers in Distributed Computing Systems with Task Grouping. CoRR abs/2411.03645 (2024)
2022
[i50]
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Shahrzad Kiani, Stark C. Draper:
Successive Approximation Coding for Distributed Matrix Multiplication. CoRR abs/2201.03486 (2022)
[i49]
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Susanna E. Rumsey, Stark C. Draper, Frank R. Kschischang:
Information Density in Multi-Layer Resistive Memories. CoRR abs/2202.06367 (2022)
[i48]
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Tharindu Adikari, Stark C. Draper:
Two-terminal source coding with common sum reconstruction. CoRR abs/2206.06973 (2022)
[i47]
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Shahrzad Kiani, Tharindu Adikari, Stark C. Draper:
Hierarchical coded elastic computing. CoRR abs/2206.09399 (2022)
[i46]
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Nafiseh Ghoroghchian, Anguluri Rajasekhar, Gautam Dasarathy, Stark C. Draper:
Controllability of Coarsely Measured Networked Linear Dynamical Systems (Extended Version). CoRR abs/2206.10569 (2022)
2021
[i45]
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Nafiseh Ghoroghchian, Gautam Dasarathy, Stark C. Draper:
Graph Community Detection from Coarse Measurements: Recovery Conditions for the Coarsened Weighted Stochastic Block Model. CoRR abs/2102.13135 (2021)
[i44]
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Sankalp Gilda, Stark C. Draper, Sebastien Fabbro, William Mahoney, Simon Prunet, Kanoa Withington, Matthew Wilson, Yuan-Sen Ting, Andrew Sheinis:
Uncertainty-Aware Learning for Improvements in Image Quality of the Canada-France-Hawaii Telescope. CoRR abs/2107.00048 (2021)
[i43]
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Tharindu B. Adikari, Stark C. Draper:
Compressing gradients by exploiting temporal correlation in momentum-SGD. CoRR abs/2108.07827 (2021)
[i42]
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Tharindu Adikari, Stark C. Draper:
Decentralized optimization with non-identical sampling in presence of stragglers. CoRR abs/2108.11071 (2021)
2020
[i41]
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Nuwan S. Ferdinand, Haider Al-Lawati, Stark C. Draper, Matthew S. Nokleby:
Anytime MiniBatch: Exploiting Stragglers in Online Distributed Optimization. CoRR abs/2006.05752 (2020)
[i40]
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Maxim Goukhshtein, Petros T. Boufounos, Toshiaki Koike-Akino, Stark C. Draper:
Distributed Coding of Quantized Random Projections. CoRR abs/2010.02444 (2020)
[i39]
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Nafiseh Ghoroghchian, Stark C. Draper, Roman Genov:
A Hierarchical Graph Signal Processing Approach to Inference from Spatiotemporal Signals. CoRR abs/2010.13164 (2020)
[i38]
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Nafiseh Ghoroghchian, David M. Groppe, Roman Genov, Taufik A. Valiante, Stark C. Draper:
Node-Centric Graph Learning from Data for Brain State Identification. CoRR abs/2011.02179 (2020)
[i37]
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Haider Al-Lawati, Stark C. Draper:
Anytime Minibatch with Delayed Gradients. CoRR abs/2012.08616 (2020)
2019
[i36]
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Shahrzad Kiani, Nuwan S. Ferdinand, Stark C. Draper:
Hierarchical Coded Matrix Multiplication. CoRR abs/1907.08818 (2019)
[i35]
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Shahrzad Kiani, Nuwan S. Ferdinand, Stark C. Draper:
Cuboid Partitioning for Hierarchical Coded Matrix Multiplication. CoRR abs/1907.08819 (2019)
[i34]
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Shahrzad Kiani, Nuwan S. Ferdinand, Stark C. Draper:
Hierarchical Coded Matrix Multiplication. CoRR abs/1912.06912 (2019)
2018
[i33]
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Nuwan S. Ferdinand, Stark C. Draper:
Hierarchical Coded Computation. CoRR abs/1806.10250 (2018)
[i32]
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Shahrzad Kiani, Nuwan S. Ferdinand, Stark C. Draper:
Exploitation of Stragglers in Coded Computation. CoRR abs/1806.10253 (2018)
[i31]
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Nuwan S. Ferdinand, Stark C. Draper:
Anytime Stochastic Gradient Descent: A Time to Hear from all the Workers. CoRR abs/1810.02976 (2018)
[i30]
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Tharindu Adikari, Stark C. Draper:
Efficient learning of neighbor representations for boundary trees and forests. CoRR abs/1810.11165 (2018)
2016
[i29]
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Patrick Eschenfeldt, Dan Schmidt, Stark C. Draper, Jonathan S. Yedidia:
Proactive Message Passing on Memory Factor Networks. CoRR abs/1601.04667 (2016)
[i28]
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Yanpei Liu, Guilherme Cox, Qingyuan Deng, Stark C. Draper, Ricardo Bianchini:
FastCap: An Efficient and Fair Algorithm for Power Capping in Many-Core Systems. CoRR abs/1603.01313 (2016)
[i27]
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Mitchell Wasson, Stark C. Draper:
Hardware Based Projection onto The Parity Polytope and Probability Simplex. CoRR abs/1605.05353 (2016)
[i26]
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Mitchell Wasson, Mario Milicevic, Stark C. Draper, P. Glenn Gulak:
Hardware-Based ADMM-LP Decoding. CoRR abs/1605.06134 (2016)
[i25]
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Mitchell Wasson, Mario Milicevic, Stark C. Draper, P. Glenn Gulak:
Hardware-Based Linear Program Decoding with the Alternating Direction Method of Multipliers. CoRR abs/1611.05975 (2016)
2015
[i24]
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  - journals/corr/LiuD15
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Xishuo Liu, Stark C. Draper:
LP-decodable multipermutation codes. CoRR abs/1507.07628 (2015)
2014
[i23]
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Yanpei Liu, Stark C. Draper, Nam Sung Kim:
SleepScale: Runtime Joint Speed Scaling and Sleep States Management for Power Efficient Data Centers. CoRR abs/1404.5121 (2014)
[i22]
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  - journals/corr/ShkelTD14
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Yanina Shkel, Vincent Y. F. Tan, Stark C. Draper:
Unequal Message Protection: Asymptotic and Non-Asymptotic Tradeoffs. CoRR abs/1405.0891 (2014)
[i21]
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Xishuo Liu, Stark C. Draper:
The ADMM penalized decoder for LDPC codes. CoRR abs/1409.5140 (2014)
[i20]
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Xishuo Liu, Stark C. Draper:
ADMM LP decoding of non-binary LDPC codes in $\mathbb{F}_{2^m}$. CoRR abs/1409.5141 (2014)
[i19]
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Xishuo Liu, Stark C. Draper:
LP-decodable multipermutation codes. CoRR abs/1409.7408 (2014)
2013
[i18]
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  - journals/corr/abs-1301-2180
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Ashish Khisti, Stark C. Draper:
The Diversity-Multiplexing Tradeoff of Delay-Constrained Sequential Streaming. CoRR abs/1301.2180 (2013)
[i17]
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  - journals/corr/abs-1303-1561
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Yanpei Liu, Stark C. Draper, Nam Sung Kim:
Queuing Theoretic Analysis of Power-performance Tradeoff in Power-efficient Computing. CoRR abs/1303.1561 (2013)
[i16]
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  - journals/corr/abs-1305-4832
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Shantanu Rane, Ye Wang, Stark C. Draper, Prakash Ishwar:
Secure Biometrics: Concepts, Authentication Architectures and Challenges. CoRR abs/1305.4832 (2013)
2012
[i15]
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Siddharth Barman, Xishuo Liu, Stark C. Draper, Benjamin Recht:
Decomposition Methods for Large Scale LP Decoding. CoRR abs/1204.0556 (2012)
[i14]
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Jing Yang, Stark C. Draper, Robert D. Nowak:
Learning the Interference Graph of a Wireless Network. CoRR abs/1208.0562 (2012)
[i13]
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Tzu-Han Chou, Stark C. Draper, Akbar M. Sayeed:
Secret Key Generation from Sparse Wireless Channels: Ergodic Capacity and Secrecy Outage. CoRR abs/1208.3790 (2012)
2011
[i12]
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  - journals/corr/abs-1102-4411
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Bobak Nazer, Yanina Shkel, Stark C. Draper:
The AWGN Red Alert Problem. CoRR abs/1102.4411 (2011)
[i11]
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Vincent Y. F. Tan, Laura Balzano, Stark C. Draper:
Rank Minimization over Finite Fields: Fundamental Limits and Coding-Theoretic Interpretations. CoRR abs/1104.4302 (2011)
[i10]
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  - journals/corr/abs-1107-3534
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Yanpei Liu, Stark C. Draper, Akbar M. Sayeed:
A Secret Key Generation System Based on Multipath Channel Randomness: RSSI vs CSSI. CoRR abs/1107.3534 (2011)
[i9]
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  - journals/corr/abs-1107-4148
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Tzu-Han Chou, Vincent Y. F. Tan, Stark C. Draper:
The Sender-Excited Secret Key Agreement Model: Capacity and Error Exponents. CoRR abs/1107.4148 (2011)
[i8]
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  - journals/corr/abs-1108-3097
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Yanpei Liu, Jing Yang, Stark C. Draper:
Cooperative Packet Routing using Mutual Information Accumulation. CoRR abs/1108.3097 (2011)
[i7]
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  - journals/corr/abs-1109-2583
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Jing Yang, Yanpei Liu, Stark C. Draper:
Optimal Backpressure Scheduling in Wireless Networks using Mutual Information Accumulation. CoRR abs/1109.2583 (2011)
[i6]
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  - journals/corr/abs-1110-6476
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Tzu-Han Chou, Stark C. Draper, Akbar M. Sayeed:
Key Generation Using External Source Excitation: Capacity, Reliability, and Secrecy Exponent. CoRR abs/1110.6476 (2011)
[i5]
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  - journals/corr/abs-1111-0711
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Yige Wang, Stark C. Draper, Jonathan S. Yedidia:
Hierarchical and High-Girth QC LDPC Codes. CoRR abs/1111.0711 (2011)
[i4]
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  - journals/corr/abs-1112-5630
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Ye Wang, Shantanu Rane, Stark C. Draper, Prakash Ishwar:
A Theoretical Analysis of Authentication, Privacy and Reusability Across Secure Biometric Systems. CoRR abs/1112.5630 (2011)
2010
[i3]
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  - journals/corr/abs-1001-1730
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Jonathan S. Yedidia, Yige Wang, Stark C. Draper:
Divide & Concur and Difference-Map BP Decoders for LDPC Codes. CoRR abs/1001.1730 (2010)
2009
[i2]
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  - journals/corr/abs-0908-3886
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Stark C. Draper, Lingjia Liu, Andreas F. Molisch, Jonathan S. Yedidia:
Cooperative Routing for Wireless Networks using Mutual-Information Accumulation. CoRR abs/0908.3886 (2009)
2006
[i1]
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  - journals/corr/abs-cs-0610144
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Cheng Chang, Stark C. Draper, Anant Sahai:
Lossless coding for distributed streaming sources. CoRR abs/cs/0610144 (2006)

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