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Mingbo Cai

2 accepted papers

2019

Transfer Learning via Minimizing the Performance Gap Between Domains

NeurIPS 2019poster

We propose a new principle for transfer learning, based on a straightforward intuition: if two domains are similar to each other, the model trained on one domain should also perform well on the other domain, and vice versa. To formalize this intuition, we define the performance gap as a measure of t…

2016

A Bayesian method for reducing bias in neural representational similarity analysis

NeurIPS 2016poster

In neuroscience, the similarity matrix of neural activity patterns in response to different sensory stimuli or under different cognitive states reflects the structure of neural representational space. Existing methods derive point estimations of neural activity patterns from noisy neural imaging dat…