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stat.ML2024
Stochastic Neural Network Symmetrisation in Markov Categories
Rob Cornish
We consider the problem of symmetrising a neural network along a group homomorphism: given a homomorphism , we would like a procedure that converts -equivariant neur…
stat.ML2023★ 1 cited
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits
Muhammad Faaiz Taufiq, Arnaud Doucet, Rob Cornish +1
Off-Policy Evaluation (OPE) in contextual bandits is crucial for assessing new policies using existing data without costly experimentation. However, current OPE methods, such as In…