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projects

Learning Under Symmetry Constraints

Published:

Studies equivariant linear factor models and autoencoders under orthogonal symmetry, with applications to D4-equivariant autoencoders on MNIST.

Chess Coaching with Maia-2

Published:

An interactive chess tutoring system combining Maia-2 (human-like move prediction) with Elo-adaptive coaching, position evaluation, and a regret-and-retry mechanism.

publications

talks