Rob Cornish

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Causal Inferences

Policy Evaluation

Top Venues

Publications

Rob Cornish
Stochastic Neural Network Symmetrisation in Markov Categories. CoRR (2024)
Muhammad Faaiz Taufiq, Arnaud Doucet, Rob Cornish, Jean-Francois Ton
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits. CoRR (2023)
Rob Cornish, Muhammad Faaiz Taufiq, Arnaud Doucet, Chris Holmes
Causal Falsification of Digital Twins. CoRR (2023)
Muhammad Faaiz Taufiq, Arnaud Doucet, Rob Cornish, Jean-Francois Ton
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits. NeurIPS (2023)
Muhammad Faaiz Taufiq, Jean-Francois Ton, Rob Cornish, Yee Whye Teh, Arnaud Doucet
Conformal Off-Policy Prediction in Contextual Bandits. NeurIPS (2022)
Sahra Ghalebikesabi, Rob Cornish, Luke J. Kelly, Chris C. Holmes
Deep Generative Pattern-Set Mixture Models for Nonignorable Missingness. CoRR (2021)
Sahra Ghalebikesabi, Rob Cornish, Chris C. Holmes, Luke J. Kelly
Deep Generative Missingness Pattern-Set Mixture Models. AISTATS (2021)
Yuyang Shi, Rob Cornish
On Multilevel Monte Carlo Unbiased Gradient Estimation for Deep Latent Variable Models. AISTATS (2021)