Seminar series
Date
Wed, 20 Apr 2022
Time
09:00 - 10:00
Location
Virtual
Speaker
Wei Chen
Organisation
Chinese Academy of Sciences

In this talk, I will introduce our investigations on how to make deep learning easier to optimize, faster to train, and more robust to out-of-distribution prediction. To be specific, we design a group-invariant optimization framework for ReLU neural networks; we compensate the gradient delay in asynchronized distributed training; and we improve the out-of-distribution prediction by incorporating “causal” invariance.

Further Information

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