Rob Cornish

According to our database, Rob Cornish authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

SymDiff: Equivariant Diffusion via Stochastic Symmetrisation.

Leo Zhang, Kianoosh Ashouritaklimi, Yee Whye Teh, Rob Cornish

CoRR, 2024

Stochastic Neural Network Symmetrisation in Markov Categories.

Rob Cornish

CoRR, 2024

2023

Causal Falsification of Digital Twins.

Rob Cornish, Muhammad Faaiz Taufiq, Arnaud Doucet, Chris C. Holmes

CoRR, 2023

Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits.

Muhammad Faaiz Taufiq, Arnaud Doucet, Rob Cornish, Jean-Francois Ton

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Conformal Off-Policy Prediction in Contextual Bandits.

Muhammad Faaiz Taufiq, Jean-Francois Ton, Rob Cornish, Yee Whye Teh, Arnaud Doucet

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Deep Generative Pattern-Set Mixture Models for Nonignorable Missingness.

Sahra Ghalebikesabi, Rob Cornish, Luke J. Kelly, Chris C. Holmes

CoRR, 2021

On Multilevel Monte Carlo Unbiased Gradient Estimation for Deep Latent Variable Models.

Yuyang Shi, Rob Cornish

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Deep Generative Missingness Pattern-Set Mixture Models.

Sahra Ghalebikesabi, Rob Cornish, Chris C. Holmes, Luke J. Kelly

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021