Thermodynamic uncertainty relation for arbitrary initial states K Liu, Z Gong, M Ueda Physical Review Letters 125 (14), 140602, 2020 | 88 | 2020 |
Strength of Minibatch Noise in SGD L Ziyin, K Liu, T Mori, M Ueda ICLR 2022 Spotlight, 2021 | 37* | 2021 |
Noise and Fluctuation of Finite Learning Rate Stochastic Gradient Descent K Liu, L Ziyin, M Ueda International Conference on Machine Learning, 7045-7056, 2021 | 28* | 2021 |
Power-law escape rate of sgd T Mori, L Ziyin, K Liu, M Ueda International Conference on Machine Learning, 15959-15975, 2022 | 21 | 2022 |
Maxwell's Demon for Quantum Transport K Liu, M Nakagawa, M Ueda arXiv preprint arXiv:2303.08326, 2023 | | 2023 |