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Books and Theses
- 2016
[b1]Aolin Xu:
Information-theoretic limitations of distributed information processing. University of Illinois Urbana-Champaign, USA, 2016
Journal Articles
- 2022
- [j4]Aolin Xu, Maxim Raginsky
:
Minimum Excess Risk in Bayesian Learning. IEEE Trans. Inf. Theory 68(12): 7935-7955 (2022) - 2017
- [j3]Aolin Xu, Maxim Raginsky:
Information-Theoretic Lower Bounds on Bayes Risk in Decentralized Estimation. IEEE Trans. Inf. Theory 63(3): 1580-1600 (2017) - [j2]Aolin Xu, Maxim Raginsky:
Information-Theoretic Lower Bounds for Distributed Function Computation. IEEE Trans. Inf. Theory 63(4): 2314-2337 (2017) - 2016
- [j1]Yingyan Lin, Min-Sun Keel, Adam C. Faust, Aolin Xu, Naresh R. Shanbhag, Elyse Rosenbaum, Andrew C. Singer:
A Study of BER-Optimal ADC-Based Receiver for Serial Links. IEEE Trans. Circuits Syst. I Regul. Pap. 63-I(5): 693-704 (2016)
Conference and Workshop Papers
- 2024
- [c11]Chenran Li, Aolin Xu, Enna Sachdeva, Teruhisa Misu, Behzad Dariush:
Optimal Driver Warning Generation in Dynamic Driving Environment. ICRA 2024: 14184-14190 - 2020
- [c10]Aolin Xu, Todd Coleman:
Minimax Lower Bounds for Circular Source Localization. ISIT 2020: 1242-1247 - [c9]Aolin Xu:
Continuity of Generalized Entropy. ISIT 2020: 2246-2251 - 2017
- [c8]Aolin Xu, Maxim Raginsky:
Information-theoretic analysis of generalization capability of learning algorithms. NIPS 2017: 2524-2533 - 2016
- [c7]Maxim Raginsky, Alexander Rakhlin, Matthew Tsao, Yihong Wu, Aolin Xu:
Information-theoretic analysis of stability and bias of learning algorithms. ITW 2016: 26-30 - 2015
- [c6]Aolin Xu, Maxim Raginsky:
Converses for distributed estimation via strong data processing inequalities. ISIT 2015: 2376-2380 - 2014
- [c5]Aolin Xu, Maxim Raginsky:
A new information-theoretic lower bound for distributed function computation. ISIT 2014: 2227-2231 - 2012
- [c4]Peter Kairouz, Aolin Xu, Naresh R. Shanbhag, Andrew C. Singer:
A sphere decoding approach for the vector Viterbi algorithm. ACSCC 2012: 114-118 - [c3]Aadithya V. Karthik, Yingyan Lin, Chenjie Gu, Aolin Xu, Jaijeet S. Roychowdhury, Naresh R. Shanbhag:
A fully automated technique for constructing FSM abstractions of non-ideal latches in communication systems. ICASSP 2012: 5289-5292 - 2010
- [c2]Aolin Xu, Qicun Shi, Zhixing Yang, Kewu Peng, Jian Song:
Spectrum Sensing for DTMB System Based on PN Cross-Correlation. ICC 2010: 1-5 - 2009
- [c1]Aolin Xu, Kewu Peng, Zhixing Yang:
Joint Synchronization Using Cyclic Property. ICC 2009: 1-5
Informal and Other Publications
- 2023
- [i9]Aolin Xu, Peng Guan:
Bayesian Learning for Dynamic Inference. CoRR abs/2301.00032 (2023) - 2021
- [i8]Aolin Xu:
Anytime Decoding by Monte-Carlo Tree Search. CoRR abs/2105.00056 (2021) - [i7]Aolin Xu:
Dynamic Inference. CoRR abs/2111.14746 (2021) - 2020
- [i6]Aolin Xu, Maxim Raginsky:
Minimum Excess Risk in Bayesian Learning. CoRR abs/2012.14868 (2020) - [i5]Aolin Xu:
Continuity of Generalized Entropy and Statistical Learning. CoRR abs/2012.15829 (2020) - 2017
- [i4]Aolin Xu, Maxim Raginsky:
Information-theoretic analysis of generalization capability of learning algorithms. CoRR abs/1705.07809 (2017) - 2016
- [i3]Aolin Xu, Maxim Raginsky:
Information-Theoretic Lower Bounds on Bayes Risk in Decentralized Estimation. CoRR abs/1607.00550 (2016) - 2015
- [i2]Aolin Xu, Maxim Raginsky:
Converses for distributed estimation via strong data processing inequalities. CoRR abs/1504.06028 (2015) - [i1]Aolin Xu, Maxim Raginsky:
Information-theoretic lower bounds for distributed function computation. CoRR abs/1509.00514 (2015)
Coauthor Index
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