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cs.LG2023
Low-Entropy Latent Variables Hurt Out-of-Distribution Performance
Nandi Schoots, Dylan Cope
We study the relationship between the entropy of intermediate representations and a model's robustness to distributional shift. We train models consisting of two feed-forward netwo…
cs.LG2023
Joining the Conversation: Towards Language Acquisition for Ad Hoc Team Play
Dylan Cope, Peter McBurney
In this paper, we propose and consider the problem of cooperative language acquisition as a particular form of the ad hoc team play problem. We then present a probabilistic model f…