Rob Cornish

11 papers A* 3A 2Journal 6
YearRankTypeTitle / Venue / Authors
2025 A* conf
SymDiff: Equivariant Diffusion via Stochastic Symmetrisation.
ICLR
Leo Zhang, Kianoosh Ashouritaklimi, Yee Whye Teh, Rob Cornish
2024 J jnl
Neural Network Symmetrisation in Concrete Settings.
CoRR
Rob Cornish
2024 J jnl
Stochastic Neural Network Symmetrisation in Markov Categories.
CoRR
Rob Cornish
2024 J jnl
SymDiff: Equivariant Diffusion via Stochastic Symmetrisation.
CoRR
Leo Zhang, Kianoosh Ashouritaklimi, Yee Whye Teh, Rob Cornish
2023 J jnl
Causal Falsification of Digital Twins.
CoRR
Rob Cornish, Muhammad Faaiz Taufiq, Arnaud Doucet, Chris C. Holmes
2023 A* conf
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits.
NeurIPS
Muhammad Faaiz Taufiq, Arnaud Doucet, Rob Cornish, Jean-Francois Ton
2023 J jnl
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits.
CoRR
Muhammad Faaiz Taufiq, Arnaud Doucet, Rob Cornish, Jean-Francois Ton
2022 A* conf
Conformal Off-Policy Prediction in Contextual Bandits.
NeurIPS
Muhammad Faaiz Taufiq, Jean-Francois Ton, Rob Cornish, Yee Whye Teh, Arnaud Doucet
2021 A conf
Deep Generative Missingness Pattern-Set Mixture Models.
AISTATS
Sahra Ghalebikesabi, Rob Cornish, Chris C. Holmes, Luke J. Kelly
2021 J jnl
Deep Generative Pattern-Set Mixture Models for Nonignorable Missingness.
CoRR
Sahra Ghalebikesabi, Rob Cornish, Luke J. Kelly, Chris C. Holmes
2021 A conf
On Multilevel Monte Carlo Unbiased Gradient Estimation for Deep Latent Variable Models.
AISTATS
Yuyang Shi, Rob Cornish