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Results 1-10 of 10 (Search time: 0.004 seconds).
| NO | Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date) |
|---|---|
| Minibatch vs Local SGD with Shuffling: Tight Convergence Bounds and Beyond Yun, Chulhee; Rajput, Shashank; Sra, Suvrit, 10th International Conference on Learning Representations, ICLR 2022, International Conference on Learning Representations (ICLR), 2022-04-26 | |
| Provable Benefit of Mixup for Finding Optimal Decision Boundaries Oh, Junsoo; Yun, Chulhee, 40th International Conference on Machine Learning, ICML 2023, pp.26403 - 26450, International Conference on Machine Learning, 2023-07-26 | |
| Tighter Lower Bounds for Shuffling SGD: Random Permutations and Beyond Cha, Jaeyoung; Lee, Jaewook; Yun, Chulhee, 40th International Conference on Machine Learning, ICML 2023, pp.3855 - 3912, International Conference on Machine Learning, 2023-07-25 | |
| On the Training Instability of Shuffling SGD with Batch Normalization Wu, David X; Yun, Chulhee; Sra, Suvrit, 40th International Conference on Machine Learning, ICML 2023, pp.37787 - 37845, International Conference on Machine Learning, 2023-07-26 | |
| SGDA with shuffling: faster convergence for nonconvex-PŁ minimax optimization Cho, Hanseul; Yun, Chulhee, 11th International Conference on Learning Representations, ICLR 2023, International Conference on Learning Representations (ICLR), 2023-05-03 | |
| PLASTIC: Improving Input and Label Plasticity for Sample Efficient Reinforcement Learning Lee, Hojoon; Cho, Hanseul; Kim, Hyunseung; Gwak, Daehoon; Kim, Joonkee; Choo, Jaegul; Yun, Se-Young; Yun, Chulhee, 37th Annual Conference on Neural Information Processing Systems, Neural Information Processing Systems, 2023-12-13 | |
| Practical Sharpness-Aware Minimization Cannot Converge All the Way to Optima Si, Dongkuk; Yun, Chulhee, 37th Annual Conference on Neural Information Processing Systems, Neural Information Processing Systems, 2023-12-12 | |
| Trajectory Alignment: Understanding the Edge of Stability Phenomenon via Bifurcation Theory Song, Minhak; Yun, Chulhee, 37th Annual Conference on Neural Information Processing Systems, Neural Information Processing Systems, 2023-12-13 | |
| Linear attention is (maybe) all you need (to understand Transformer optimization) Ahn, Kwangjun; Cheng, Xiang; Song, Minhak; Yun, Chulhee; Jadbabaie, Ali; Sra, Suvrit, 12th International Conference on Learning Representations, ICLR 2024, International Conference on Learning Representations (ICLR), 2024-05-07 | |
| Fair Streaming Principal Component Analysis: Statistical and Algorithmic Viewpoint Lee, Junghyun; Cho, Hanseul; Yun, Se-Young; Yun, Chulhee, 37th Annual Conference on Neural Information Processing Systems, Neural Information Processing Systems, 2023-12-12 |
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