Deterministic matrices matching the compressed sensing phase transitions of Gaussian random matrices H Monajemi, S Jafarpour, M Gavish, Stat 330/CME 362 Collaboration, ... Proceedings of the National Academy of Sciences 110 (4), 1181-1186, 2013 | 121 | 2013 |
Markov decision policies for dynamic video delivery in wireless caching networks M Choi, A No, M Ji, J Kim IEEE Transactions on Wireless Communications 18 (12), 5705-5718, 2019 | 58 | 2019 |
Cooperative sequence clustering and decoding for DNA storage system with fountain codes J Jeong, SJ Park, JW Kim, JS No, HH Jeon, JW Lee, A No, S Kim, H Park Bioinformatics 37 (19), 3136-3143, 2021 | 41 | 2021 |
Reference based genome compression BG Chern, I Ochoa, A Manolakos, A No, K Venkat, T Weissman 2012 IEEE Information Theory Workshop, 427-431, 2012 | 41 | 2012 |
Information measures: the curious case of the binary alphabet J Jiao, TA Courtade, A No, K Venkat, T Weissman IEEE Transactions on Information Theory 60 (12), 7616-7626, 2014 | 40 | 2014 |
An information-theoretic justification for model pruning B Isik, T Weissman, A No International Conference on Artificial Intelligence and Statistics, 3821-3846, 2022 | 34 | 2022 |
Strong successive refinability and rate-distortion-complexity tradeoff A No, A Ingber, T Weissman IEEE Transactions on Information Theory 62 (6), 3618-3635, 2016 | 29 | 2016 |
Prune your model before distill it J Park, A No European Conference on Computer Vision, 120-136, 2022 | 26 | 2022 |
SPIHT algorithm with adaptive selection of compression ratio depending on DWT coefficients H Kim, A No, HJ Lee IEEE Transactions on Multimedia 20 (12), 3200-3211, 2018 | 21 | 2018 |
Learned smartphone ISP on mobile GPUs with deep learning, mobile AI & AIM 2022 challenge: report A Ignatov, R Timofte, S Liu, C Feng, F Bai, X Wang, L Lei, Z Yi, Y Xiang, ... European Conference on Computer Vision, 44-70, 2022 | 19 | 2022 |
Rateless lossy compression via the extremes A No, T Weissman IEEE transactions on information theory 62 (10), 5484-5495, 2016 | 18 | 2016 |
Error rate-based log-likelihood ratio processing for low-density parity-check codes in DNA storage X Lu, J Jeong, JW Kim, JS No, H Park, A No, S Kim Ieee Access 8, 162892-162902, 2020 | 16 | 2020 |
Universality of logarithmic loss in lossy compression A No, T Weissman 2015 IEEE International Symposium on Information Theory (ISIT), 2166-2170, 2015 | 16 | 2015 |
Neural tangent kernel analysis of deep narrow neural networks J Lee, JY Choi, EK Ryu, A No International Conference on Machine Learning, 12282-12351, 2022 | 11 | 2022 |
Exact optimality of communication-privacy-utility tradeoffs in distributed mean estimation B Isik, WN Chen, A Ozgur, T Weissman, A No Advances in Neural Information Processing Systems 36, 2024 | 10 | 2024 |
Rate-distortion theoretic model compression: Successive refinement for pruning B Isik, A No, T Weissman arXiv preprint arXiv:2102.08329 9, 2021 | 7 | 2021 |
Successive pruning for model compression via rate distortion theory B Isik, A No, T Weissman arXiv preprint arXiv:2102.08329, 2021 | 7 | 2021 |
Universality of logarithmic loss in successive refinement A No Entropy 21 (2), 158, 2019 | 7 | 2019 |
Department of Electrical Engineering BG Chern, I Ochoa, A Manolakos, A No, K Venkat, T Weissman Power Management Modeling and Optimal Policy for IEEE 802, 4416-4421, 2004 | 6 | 2004 |
Generative adversarial networks for DNA storage channel simulator S Kang, Y Gao, J Jeong, SJ Park, JW Kim, JS No, H Jeon, JW Lee, S Kim, ... IEEE Access 11, 3781-3793, 2023 | 5 | 2023 |