Demon: improved neural network training with momentum decay J Chen, C Wolfe, Z Li, A Kyrillidis ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 43* | 2022 |
Negative sampling in semi-supervised learning J Chen, V Shah, A Kyrillidis ICML 2020, 2020 | 28 | 2020 |
StackMix: A complementary Mix algorithm J Chen, S Sinha, A Kyrillidis UAI 2022, 2022 | 18* | 2022 |
REX: Revisiting Budgeted Training with an Improved Schedule J Chen, C Wolfe, A Kyrillidis MLSys 2022, 2021 | 12 | 2021 |
Revisiting Consistent Hashing with Bounded Loads J Chen, B Coleman, A Shrivastava AAAI 2021, 2021 | 6 | 2021 |
Mitigating deep double descent by concatenating inputs J Chen, Q Wang, A Kyrillidis ICML 2021 Overparameterization: Pitfalls & Opportunities Workshop. CIKM 2021., 2021 | 4 | 2021 |
STORM: foundations of end-to-end empirical risk minimization on the edge B Coleman, G Gupta, J Chen, A Shrivastava arXiv preprint arXiv:2006.14554, 2020 | 4 | 2020 |
Fast fixmatch: Faster semi-supervised learning with curriculum batch size J Chen, C Dun, A Kyrillidis 2024 IEEE International Symposium on Information Theory (ISIT), 1836-1841, 2024 | 2 | 2024 |