37 citations · 151 across the 13 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
cs.LG2023
The Inductive Bias of Flatness Regularization for Deep Matrix Factorization
Khashayar Gatmiry, Zhiyuan Li, Ching-Yao Chuang +3
Recent works on over-parameterized neural networks have shown that the stochasticity in optimizers has the implicit regularization effect of minimizing the sharpness of the loss fu…
cs.LG2023★ 22 cited
Debiasing Vision-Language Models via Biased Prompts
Ching-Yao Chuang, Varun Jampani, Yuanzhen Li +2
Machine learning models have been shown to inherit biases from their training datasets. This can be particularly problematic for vision-language foundation models trained on uncura…