Demon: Momentum Decay for Improved Neural Network Training J Chen, C Wolfe, Z Li, A Kyrillidis NeurIPS 2019 Opt-ML workshop, 2019 | 9* | 2019 |
Negative sampling in semi-supervised learning J Chen, V Shah, A Kyrillidis ICML 2020, 2020 | 6 | 2020 |
StackMix: A complementary Mix algorithm J Chen, S Sinha, A Kyrillidis UAI 2022, 2022 | 4* | 2022 |
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 | 2 | 2020 |
Revisiting Consistent Hashing with Bounded Loads J Chen, B Coleman, A Shrivastava AAAI 2021, 2021 | 1 | 2021 |
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 | | 2022 |
REX: Revisiting Budgeted Training with an Improved Schedule J Chen, C Wolfe, A Kyrillidis MLSys 2022, 2021 | | 2021 |
Mitigating deep double descent by concatenating inputs J Chen, Q Wang, A Kyrillidis ICML 2021 Overparameterization: Pitfalls & Opportunities Workshop. CIKM 2021., 2021 | | 2021 |