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ORCIDAnna Gilbert 0001
Anna C. Gilbert
Person information
- affiliation: Yale University, Department of Statistics & Data Science, New Haven, CT, USA
- affiliation: University of Michigan, Department of Mathematics, Ann Arbor, MI, USA
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2020 – today
- 2025
[j28]Anna C. Gilbert, Kevin O'Neill:
CA-PCA: Manifold Dimension Estimation, Adapted for Curvature. SIAM J. Math. Data Sci. 7(1): 355-383 (2025)- [j27]Isay Katsman, Anna Gilbert:
Shedding Light on Problems with Hyperbolic Graph Learning. Trans. Mach. Learn. Res. 2025 (2025) - 2024
- [c54]Doron Haviv, Russell Zhang Kunes, Thomas Dougherty, Cassandra Burdziak, Tal Nawy, Anna Gilbert, Dana Pe'er:
Wasserstein Wormhole: Scalable Optimal Transport Distance with Transformer. ICML 2024: 17697-17718 - [i33]Anna C. Gilbert, Kevin O'Neill:
Sketching the Heat Kernel: Using Gaussian Processes to Embed Data. CoRR abs/2403.07929 (2024) - [i32]Doron Haviv, Russell Zhang Kunes, Thomas Dougherty, Cassandra Burdziak, Tal Nawy, Anna Gilbert, Dana Pe'er:
Wasserstein Wormhole: Scalable Optimal Transport Distance with Transformers. CoRR abs/2404.09411 (2024) - [i31]Joon-Hyeok Yim, Anna C. Gilbert:
Fitting trees to ℓ1-hyperbolic distances. CoRR abs/2409.01010 (2024) - [i30]Isay Katsman, Anna Gilbert:
Shedding Light on Problems with Hyperbolic Graph Learning. CoRR abs/2411.06688 (2024) - [i29]Isay Katsman, Ethan Lou, Anna Gilbert:
Revisiting the Necessity of Graph Learning and Common Graph Benchmarks. CoRR abs/2412.06173 (2024) - 2023
- [i28]Anna C. Gilbert, Kevin O'Neill:
CA-PCA: Manifold Dimension Estimation, Adapted for Curvature. CoRR abs/2309.13478 (2023) - 2022
- [j26]Rishi Sonthalia, Anna C. Gilbert:
Project and Forget: Solving Large-Scale Metric Constrained Problems. J. Mach. Learn. Res. 23: 326:1-326:54 (2022) - [c53]Yulan Zhang, Anna C. Gilbert, Stefan Steinerberger
:
May the force be with you. Allerton 2022: 1-8 - [c52]Rishi Sonthalia, Anna C. Gilbert, Matthew Durham:
CubeRep: Learning Relations Between Different Views of Data. TAG-ML 2022: 298-303 - [i27]Yulan Zhang, Anna C. Gilbert, Stefan Steinerberger:
May the force be with you. CoRR abs/2208.06676 (2022) - 2021
- [c51]Rishi Sonthalia, Greg Van Buskirk, Benjamin Raichel, Anna C. Gilbert:
How can classical multidimensional scaling go wrong? NeurIPS 2021: 12304-12315 - [i26]Rishi Sonthalia, Gregory Van Buskirk, Benjamin Raichel, Anna C. Gilbert:
How can classical multidimensional scaling go wrong? CoRR abs/2110.11430 (2021) - 2020
- [j25]Alexander H. S. Vargo, Anna C. Gilbert:
A rank-based marker selection method for high throughput scRNA-seq data. BMC Bioinform. 21(1): 477 (2020) - [j24]Anna C. Gilbert, Howard W. Levinson, John C. Schotland:
Nonlinear Iterative Hard Thresholding for Inverse Scattering. SIAM J. Imaging Sci. 13(1): 108-140 (2020) - [c50]Anna C. Gilbert, Albert Gu, Christopher Ré, Atri Rudra, Mary Wootters:
Sparse Recovery for Orthogonal Polynomial Transforms. ICALP 2020: 58:1-58:16 - [c49]Rishi Sonthalia, Anna C. Gilbert:
Tree! I am no Tree! I am a low dimensional Hyperbolic Embedding. NeurIPS 2020 - [c48]Chenglin Fan, Anna C. Gilbert, Benjamin Raichel, Rishi Sonthalia, Gregory Van Buskirk:
Generalized Metric Repair on Graphs. SWAT 2020: 25:1-25:22 - [c47]Lalit Jain, Anna C. Gilbert, Umang Varma:
Spectral Methods for Ranking with Scarce Data. UAI 2020: 609-618 - [i25]Rishi Sonthalia, Anna C. Gilbert:
Tree! I am no Tree! I am a Low Dimensional Hyperbolic Embedding. CoRR abs/2005.03847 (2020) - [i24]Rishi Sonthalia, Anna C. Gilbert:
Project and Forget: Solving Large-Scale Metric Constrained Problems. CoRR abs/2005.03853 (2020) - [i23]Umang Varma, Lalit Jain, Anna C. Gilbert:
Spectral Methods for Ranking with Scarce Data. CoRR abs/2007.01346 (2020) - [i22]Rishi Sonthalia, Anna C. Gilbert:
Dual Regularized Optimal Transport. CoRR abs/2012.03126 (2020)
2010 – 2019
- 2019
- [i21]Anna C. Gilbert, Albert Gu, Christopher Ré, Atri Rudra, Mary Wootters:
Sparse Recovery for Orthogonal Polynomial Transforms. CoRR abs/1907.08362 (2019) - [i20]Chenglin Fan, Anna C. Gilbert, Benjamin Raichel, Rishi Sonthalia, Gregory Van Buskirk:
Generalized Metric Repair on Graphs. CoRR abs/1908.08411 (2019) - 2018
- [c46]Anna C. Gilbert, Audra McMillan:
Property Testing For Differential Privacy. Allerton 2018: 249-258 - [c45]Anna C. Gilbert, Rishi Sonthalia:
Unsupervised Metric Learning in Presence of Missing Data. Allerton 2018: 313-321 - [c44]Audra McMillan, Anna C. Gilbert:
Local differential privacy for physical sensor data and sparse recovery. CISS 2018: 1-6 - [c43]Yitong Sun, Anna C. Gilbert, Ambuj Tewari:
But How Does It Work in Theory? Linear SVM with Random Features. NeurIPS 2018: 3383-3392 - [i19]Anna C. Gilbert, Audra McMillan:
Property Testing for Differential Privacy. CoRR abs/1806.06427 (2018) - [i18]Anna C. Gilbert, Rishi Sonthalia:
Unrolling Swiss Cheese: Metric repair on manifolds with holes. CoRR abs/1807.07610 (2018) - [i17]Anna C. Gilbert, Rishi Sonthalia:
Generalized Metric Repair on Graphs. CoRR abs/1807.07619 (2018) - [i16]Anna C. Gilbert, Ambuj Tewari, Yitong Sun:
But How Does It Work in Theory? Linear SVM with Random Features. CoRR abs/1809.04481 (2018) - [i15]Yitong Sun, Anna C. Gilbert, Ambuj Tewari:
Random ReLU Features: Universality, Approximation, and Composition. CoRR abs/1810.04374 (2018) - 2017
- [j23]Anna C. Gilbert, Yi Li, Ely Porat, Martin J. Strauss:
For-All Sparse Recovery in Near-Optimal Time. ACM Trans. Algorithms 13(3): 32:1-32:26 (2017) - [c42]Anna C. Gilbert, Lalit Jain:
If it ain't broke, don't fix it: Sparse metric repair. Allerton 2017: 612-619 - [c41]Anna C. Gilbert, Yi Zhang, Kibok Lee, Yuting Zhang, Honglak Lee:
Towards Understanding the Invertibility of Convolutional Neural Networks. IJCAI 2017: 1703-1710 - [i14]Anna C. Gilbert, Yi Zhang, Kibok Lee, Yuting Zhang, Honglak Lee:
Towards Understanding the Invertibility of Convolutional Neural Networks. CoRR abs/1705.08664 (2017) - [i13]Anna C. Gilbert, Audra McMillan:
Local Differential Privacy for Physical Sensor Data and Sparse Recovery. CoRR abs/1706.05916 (2017) - [i12]Anna C. Gilbert, Lalit Jain:
If it ain't broke, don't fix it: Sparse metric repair. CoRR abs/1710.10655 (2017) - 2016
- [c40]Wenling Shang, Kihyuk Sohn, Honglak Lee, Anna C. Gilbert:
Discriminative Training of Structured Dictionaries via Block Orthogonal Matching Pursuit. SDM 2016: 243-251 - 2015
- [j22]Petros Boufounos, Volkan Cevher, Anna C. Gilbert, Yi Li, Martin J. Strauss:
What's the Frequency, Kenneth?: Sublinear Fourier Sampling Off the Grid. Algorithmica 73(2): 261-288 (2015) - 2014
- [j21]Anna C. Gilbert, Piotr Indyk, Mark A. Iwen, Ludwig Schmidt:
Recent Developments in the Sparse Fourier Transform: A compressed Fourier transform for big data. IEEE Signal Process. Mag. 31(5): 91-100 (2014) - [j20]Jae Young Park, Michael B. Wakin, Anna C. Gilbert:
Modal Analysis With Compressive Measurements. IEEE Trans. Signal Process. 62(7): 1655-1670 (2014) - [c39]Anna C. Gilbert, Yi Li, Ely Porat, Martin J. Strauss:
For-All Sparse Recovery in Near-Optimal Time. ICALP (1) 2014: 538-550 - [i11]Anna C. Gilbert, Jeremy G. Hoskins, John C. Schotland:
Diffuse Scattering on Graphs. CoRR abs/1401.4428 (2014) - [i10]Anna C. Gilbert, Yi Li, Ely Porat, Martin J. Strauss:
For-all Sparse Recovery in Near-Optimal Time. CoRR abs/1402.1726 (2014) - [i9]Mahmoud Abo Khamis, Anna C. Gilbert, Hung Q. Ngo, Atri Rudra:
Sparse Approximation, List Decoding, and Uncertainty Principles. CoRR abs/1404.5190 (2014) - 2013
- [j19]Byung-soo Kim, Jae Young Park, Anna C. Gilbert, Silvio Savarese:
Hierarchical classification of images by sparse approximation. Image Vis. Comput. 31(12): 982-991 (2013) - [c38]Chun Lo, Mingyan Liu, Jerome P. Lynch, Anna C. Gilbert:
Efficient Sensor Fault Detection Using Combinatorial Group Testing. DCOSS 2013: 199-206 - [c37]Anna C. Gilbert, Hung Q. Ngo, Ely Porat, Atri Rudra, Martin J. Strauss:
ℓ2/ℓ2-Foreach Sparse Recovery with Low Risk. ICALP (1) 2013: 461-472 - [c36]Paul Shearer, Anna C. Gilbert, Alfred O. Hero III:
Correcting camera shake by incremental sparse approximation. ICIP 2013: 572-576 - [c35]Denisa Duma, Mary Wootters, Anna C. Gilbert, Hung Q. Ngo, Atri Rudra, Matthew Alpert, Timothy J. Close, Gianfranco Ciardo, Stefano Lonardi:
Accurate Decoding of Pooled Sequenced Data Using Compressed Sensing. WABI 2013: 70-84 - [i8]Paul Shearer, Anna C. Gilbert, Alfred O. Hero III:
Correcting Camera Shake by Incremental Sparse Approximation. CoRR abs/1302.0439 (2013) - [i7]Anna C. Gilbert, Hung Q. Ngo, Ely Porat, Atri Rudra, Martin J. Strauss:
L2/L2-foreach sparse recovery with low risk. CoRR abs/1304.6232 (2013) - [i6]Jae Young Park, Michael B. Wakin, Anna C. Gilbert:
Modal Analysis with Compressive Measurements. CoRR abs/1307.1960 (2013) - 2012
- [j18]Praveen K. Yenduri, Aaron Z. Rocca, Aswin S. Rao, Shahrzad Naraghi, Michael P. Flynn, Anna C. Gilbert:
A Low-Power Compressive Sampling Time-Based Analog-to-Digital Converter. IEEE J. Emerg. Sel. Topics Circuits Syst. 2(3): 502-515 (2012) - [j17]Anna C. Gilbert, Yi Li, Ely Porat, Martin J. Strauss:
Approximate Sparse Recovery: Optimizing Time and Measurements. SIAM J. Comput. 41(2): 436-453 (2012) - [j16]Vishal M. Patel, Ray Maleh, Anna C. Gilbert, Rama Chellappa:
Gradient-Based Image Recovery Methods From Incomplete Fourier Measurements. IEEE Trans. Image Process. 21(1): 94-105 (2012) - [c34]Petros Boufounos, Volkan Cevher, Anna C. Gilbert, Yi Li, Martin J. Strauss:
What's the Frequency, Kenneth?: Sublinear Fourier Sampling Off the Grid. APPROX-RANDOM 2012: 61-72 - [c33]Praveen K. Yenduri, Anna C. Gilbert:
Compressive, collaborative spectrum sensing for wideband Cognitive Radios. ISWCS 2012: 531-535 - [c32]Anna C. Gilbert, Brett Hemenway, Atri Rudra, Martin J. Strauss, Mary Wootters:
Recovering simple signals. ITA 2012: 382-391 - [c31]Anna C. Gilbert, Brett Hemenway, Martin J. Strauss, David P. Woodruff, Mary Wootters:
Reusable low-error compressive sampling schemes through privacy. SSP 2012: 536-539 - [i5]Anna C. Gilbert, Jae Young Park, Michael B. Wakin:
Sketched SVD: Recovering Spectral Features from Compressive Measurements. CoRR abs/1211.0361 (2012) - 2011
- [j15]Melina Demertzi, Pedro C. Diniz, Mary W. Hall, Anna C. Gilbert, Yi Wang:
Domain-Specific Optimization of Signal Recognition Targeting FPGAs. ACM Trans. Reconfigurable Technol. Syst. 4(2): 17:1-17:26 (2011) - [c30]Byung-soo Kim, Jae Young Park, Anush Mohan, Anna C. Gilbert, Silvio Savarese:
Hierarchical Classification of Images by Sparse Approximation. BMVC 2011: 1-11 - [c29]Praveen K. Yenduri, Anna C. Gilbert, Michael P. Flynn, Shahrzad Naraghi:
Rand PPM: A lowpower compressive sampling analog to digital converter. ICASSP 2011: 5980-5983 - 2010
- [j14]Raghunandan M. Kainkaryam, Angela Bruex, Anna C. Gilbert, John Schiefelbein, Peter J. Woolf:
poolMC: Smart pooling of mRNA samples in microarray experiments. BMC Bioinform. 11: 299 (2010) - [j13]Anna C. Gilbert, Piotr Indyk:
Sparse Recovery Using Sparse Matrices. Proc. IEEE 98(6): 937-947 (2010) - [c28]Anna C. Gilbert, Yi Li, Ely Porat, Martin J. Strauss:
Approximate sparse recovery: optimizing time and measurements. STOC 2010: 475-484
2000 – 2009
- 2009
- [j12]Xiaolin Shi, Matthew Bonner, Lada A. Adamic, Anna C. Gilbert:
The very small world of the well-connected. SIGWEB Newsl. 2009(Winter): 4:1-4:10 (2009) - [c27]Melina Demertzi, Pedro C. Diniz, Mary W. Hall, Anna C. Gilbert, Yi Wang:
Computation reuse in domain-specific optimization of signal recognition. FPGA 2009: 281 - [c26]Volkan Cevher, Petros Boufounos, Richard G. Baraniuk, Anna C. Gilbert, Martin J. Strauss:
Near-optimal Bayesian localization via incoherence and sparsity. IPSN 2009: 205-216 - [i4]Anna C. Gilbert, Yi Li, Ely Porat, Martin J. Strauss:
Approximate Sparse Recovery: Optimizing Time and Measurements. CoRR abs/0912.0229 (2009) - 2008
- [j11]Anna C. Gilbert, Martin J. Strauss, Joel A. Tropp:
A Tutorial on Fast Fourier Sampling. IEEE Signal Process. Mag. 25(2): 57-66 (2008) - [c25]Anna C. Gilbert, Mark A. Iwen, Martin J. Strauss:
Group testing and sparse signal recovery. ACSCC 2008: 1059-1063 - [c24]Radu Berinde, Anna C. Gilbert, Piotr Indyk, Howard J. Karloff, Martin J. Strauss:
Combining geometry and combinatorics: A unified approach to sparse signal recovery. Allerton 2008: 798-805 - [c23]Ray Maleh, Anna C. Gilbert:
Sublinear Recovery of Sparse Wavelet Signals. DCC 2008: 342-351 - [c22]Xiaolin Shi, Matthew Bonner, Lada A. Adamic, Anna C. Gilbert:
The very small world of the well-connected. Hypertext 2008: 61-70 - [c21]Anna C. Gilbert, Martin J. Strauss:
Fundamental performance bounds for a compressive sampling system. ICASSP 2008: 3841-3844 - [c20]Melina Demertzi, Pedro C. Diniz, Mary W. Hall, Anna C. Gilbert, Yi Wang:
The potential of computation reuse in high-level optimization of a signal recognition system. IPDPS 2008: 1-5 - [c19]Stephen Pfetsch, Tamer Ragheb, Jason N. Laska, Hamid Nejati, Anna C. Gilbert, Martin Strauss, Richard G. Baraniuk, Yehia Massoud:
On the feasibility of hardware implementation of sub-Nyquist random-sampling based analog-to-information conversion. ISCAS 2008: 1480-1483 - [i3]Radu Berinde, Anna C. Gilbert, Piotr Indyk, Howard J. Karloff, Martin J. Strauss:
Combining geometry and combinatorics: A unified approach to sparse signal recovery. CoRR abs/0804.4666 (2008) - 2007
- [j10]Anna C. Gilbert, Martin J. Strauss:
Analysis of Data Streams: Computational and Algorithmic Challenges. Technometrics 49(3): 346-356 (2007) - [j9]Joel A. Tropp, Anna C. Gilbert:
Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit. IEEE Trans. Inf. Theory 53(12): 4655-4666 (2007) - [c18]Melina Demertzi, Pedro C. Diniz, Mary W. Hall, Anna C. Gilbert, Yi Wang:
A Combined Hardware/Software Optimization Framework for Signal Representation and Recognition. International Conference on Computational Science (1) 2007: 1230-1237 - [c17]Ray Maleh, Anna C. Gilbert, Martin J. Strauss:
Sparse Gradient Image Reconstruction Done Faster. ICIP (2) 2007: 77-80 - [c16]Anna C. Gilbert, Martin J. Strauss, Joel A. Tropp, Roman Vershynin:
One sketch for all: fast algorithms for compressed sensing. STOC 2007: 237-246 - 2006
- [j8]Joel A. Tropp, Anna C. Gilbert, Martin J. Strauss:
Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit. Signal Process. 86(3): 572-588 (2006) - [c15]Kyle Herrity, Anna C. Gilbert, Joel A. Tropp:
Sparse Approximation Via Iterative Thresholding. ICASSP (3) 2006: 624-627 - [i2]A. Robert Calderbank, Anna C. Gilbert, Martin J. Strauss:
List decoding of noisy Reed-Muller-like codes. CoRR abs/cs/0607098 (2006) - [i1]Anna C. Gilbert, Martin J. Strauss, Joel A. Tropp, Roman Vershynin:
Algorithmic linear dimension reduction in the l_1 norm for sparse vectors. CoRR abs/cs/0608079 (2006) - 2005
- [j7]Jessica H. Fong, Anna C. Gilbert, Sampath Kannan, Martin J. Strauss:
Better Alternatives to OSPF Routing. Algorithmica 43(1-2): 113-131 (2005) - [j6]Anna C. Gilbert, Yannis Kotidis, S. Muthukrishnan, Martin Strauss:
Domain-Driven Data Synopses for Dynamic Quantiles. IEEE Trans. Knowl. Data Eng. 17(7): 927-938 (2005) - [c14]Joel A. Tropp, Anna C. Gilbert, Martin J. Strauss:
Simultaneous sparse approximation via greedy pursuit. ICASSP (5) 2005: 721-724 - [c13]William Aiello, Anna C. Gilbert, Brian Rexroad, Vyas Sekar:
Sparse Approximations for High Fidelity Compression of Network Traffic Data. Internet Measurement Conference 2005: 253-266 - [c12]Anna C. Gilbert, Joel A. Tropp:
Applications of sparse approximation in communications. ISIT 2005: 1000-1004 - [c11]A. Robert Calderbank, Anna C. Gilbert, Kirill Levchenko, S. Muthukrishnan, Martin Strauss:
Improved range-summable random variable construction algorithms. SODA 2005: 840-849 - 2004
- [j5]Donald F. Caldwell, Anna C. Gilbert, Joel Gottlieb, Albert G. Greenberg, Gísli Hjálmtýsson, Jennifer Rexford:
The cutting EDGE of IP router configuration. Comput. Commun. Rev. 34(1): 21-26 (2004) - 2003
- [j4]Anna C. Gilbert, Yannis Kotidis, S. Muthukrishnan, Martin Strauss:
One-Pass Wavelet Decompositions of Data Streams. IEEE Trans. Knowl. Data Eng. 15(3): 541-554 (2003) - [c10]Joel A. Tropp, Anna C. Gilbert, S. Muthukrishnan, Martin Strauss:
Improved sparse approximation over quasiincoherent dictionaries. ICIP (1) 2003: 37-40 - [c9]Anna C. Gilbert, S. Muthukrishnan, Martin Strauss:
Approximation of functions over redundant dictionaries using coherence. SODA 2003: 243-252 - [c8]Anna C. Gilbert, Howard J. Karloff:
On the fractal behavior of TCP. STOC 2003: 297-306 - 2002
- [c7]Anna C. Gilbert, Sudipto Guha, Piotr Indyk, S. Muthukrishnan, Martin Strauss:
Near-optimal sparse fourier representations via sampling. STOC 2002: 152-161 - [c6]Anna C. Gilbert, Sudipto Guha, Piotr Indyk, Yannis Kotidis, S. Muthukrishnan, Martin Strauss:
Fast, small-space algorithms for approximate histogram maintenance. STOC 2002: 389-398 - [c5]Anna C. Gilbert, Yannis Kotidis, S. Muthukrishnan, Martin Strauss:
How to Summarize the Universe: Dynamic Maintenance of Quantiles. VLDB 2002: 454-465 - 2001
- [j3]Youngmi Joo, Vinay J. Ribeiro, Anja Feldmann, Anna C. Gilbert, Walter Willinger:
TCP/IP traffic dynamics and network performance: a lesson in workload modeling, flow control, and trace-driven simulations. Comput. Commun. Rev. 31(2): 25-37 (2001) - [c4]Anna C. Gilbert, Yannis Kotidis, S. Muthukrishnan, Martin Strauss:
Optimal and Approximate Computation of Summary Statistics for Range Aggregates. PODS 2001 - [c3]Anna C. Gilbert, Yannis Kotidis, S. Muthukrishnan, Martin Strauss:
Surfing Wavelets on Streams: One-Pass Summaries for Approximate Aggregate Queries. VLDB 2001: 79-88
1990 – 1999
- 1999
- [j2]Anna C. Gilbert, Walter Willinger, Anja Feldmann:
Scaling Analysis of Conservative Cascades, with Applications to Network Traffic. IEEE Trans. Inf. Theory 45(3): 971-991 (1999) - [c2]Anja Feldmann, Anna C. Gilbert, Polly Huang, Walter Willinger:
Dynamics of IP Traffic: A Study of the Role of Variability and the Impact of Control. SIGCOMM 1999: 301-313 - 1998
- [j1]Anja Feldmann, Anna C. Gilbert, Walter Willinger, Thomas G. Kurtz:
The changing nature of network traffic: scaling phenomena. Comput. Commun. Rev. 28(2): 5-29 (1998) - [c1]Anja Feldmann, Anna C. Gilbert, Walter Willinger:
Data Networks as Cascades: Investigating the Multifractal Nature of Internet WAN Traffic. SIGCOMM 1998: 42-55
Coauthor Index
Martin Strauss 0001
aka: Martin J. Strauss
aka: Martin J. Strauss
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