Folgen
liu ziyin
liu ziyin
MIT, NTT Research
Bestätigte E-Mail-Adresse bei mit.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Think locally, act globally: Federated learning with local and global representations
PP Liang, T Liu, L Ziyin, NB Allen, RP Auerbach, D Brent, ...
NeurIPS 2019 Federated Learning Workshop, 2020
6832020
Multimodal language analysis with recurrent multistage fusion
PP Liang, Z Liu, A Zadeh, LP Morency
EMNLP 2018 Oral, 2018
2502018
Neural networks fail to learn periodic functions and how to fix it
L Ziyin, T Hartwig, M Ueda
Advances in Neural Information Processing Systems 33, 1583-1594, 2020
1532020
Deep gamblers: Learning to abstain with portfolio theory
Z Liu, Z Wang, PP Liang, RR Salakhutdinov, LP Morency, M Ueda
Advances in Neural Information Processing Systems 32, 2019
1332019
Strength of minibatch noise in SGD
L Ziyin, K Liu, T Mori, M Ueda
ICLR 2022 Spotlight, 2021
47*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
39*2021
Cross-modal generalization: Learning in low resource modalities via meta-alignment
PP Liang, P Wu, L Ziyin, LP Morency, R Salakhutdinov
Proceedings of the 29th ACM International Conference on Multimedia, 2680-2689, 2021
332021
On the stepwise nature of self-supervised learning
JB Simon, M Knutins, L Ziyin, D Geisz, AJ Fetterman, J Albrecht
International Conference on Machine Learning, 31852-31876, 2023
322023
Power-law escape rate of SGD
T Mori, L Ziyin, K Liu, M Ueda
International Conference on Machine Learning, 15959-15975, 2022
322022
Sgd can converge to local maxima
L Ziyin, B Li, JB Simon, M Ueda
International Conference on Learning Representations Spotlight, 2021
31*2021
What shapes the loss landscape of self-supervised learning?
L Ziyin, ES Lubana, M Ueda, H Tanaka
ICLR 2023, 2022
282022
Posterior collapse of a linear latent variable model
Z Wang*, L Ziyin*
Advances in Neural Information Processing Systems 35, 37537-37548, 2022
262022
An investigation of how label smoothing affects generalization
B Chen, L Ziyin, Z Wang, PP Liang
arXiv preprint arXiv:2010.12648, 2020
222020
Exact solutions of a deep linear network
L Ziyin, B Li, X Meng
Advances in Neural Information Processing Systems 35, 24446-24458, 2022
202022
Learning not to learn in the presence of noisy labels
L Ziyin, B Chen, R Wang, PP Liang, R Salakhutdinov, LP Morency, ...
arXiv preprint arXiv:2002.06541, 2020
202020
LaProp: Separating momentum and adaptivity in adam
L Ziyin, ZT Wang, M Ueda
arXiv preprint arXiv:2002.04839, 2020
19*2020
spred: Solving L1 Penalty with SGD
L Ziyin*, Z Wang*
International Conference on Machine Learning, 43407-43422, 2023
152023
Symmetry Induces Structure and Constraint of Learning
L Ziyin
Forty-first International Conference on Machine Learning, 2024
12*2024
Zeroth, first, and second-order phase transitions in deep neural networks
L Ziyin, M Ueda
Physical Review Research 5 (4), 043243, 2023
12*2023
Universal thermodynamic uncertainty relation in nonequilibrium dynamics
L Ziyin, M Ueda
Physical Review Research 5 (1), 013039, 2023
102023
Das System kann den Vorgang jetzt nicht ausführen. Versuchen Sie es später erneut.
Artikel 1–20