← Authors

Rob Cornish

9 papers · 2018–2025 · 5 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (7) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (15) πŸ”₯ Unstoppable (6)

Conferences

ICML (3) AISTATS (2) NIPS (2) ICLR (1) UAI (1)

Top co-authors

Arnaud Doucet (5) Jean-Francois Ton (2) Yee Whye Teh (2) Muhammad Faaiz Taufiq (2) Anthony Caterini (2) George Deligiannidis (2) Kianoosh Ashouritaklimi (1) Sahra Ghalebikesabi (1) Alexandre Bouchard-cΓ΄tΓ© (1) Yuyang Shi (1)

Research topics

Statistics (1)

Keywords

variational inference (3) density estimation (2) off-policy evaluation (2) normalizing flow (2) contextual bandit (2) bayesian inference (2) generative model (2) convergence rate (1) missing data imputation (1) variational autoencoder (1) control variate (1) evidence lower bound (1) doubly robust estimator (1) large dataset (1) average treatment effect (1) scalable algorithm (1) finite-sample guarantee (1) multilevel monte carlo (1) nested expectation (1) bijective transformation (1)

Papers

SymDiff: Equivariant Diffusion via Stochastic Symmetrisation ICLR 2025
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits NIPS 2023
Conformal Off-Policy Prediction in Contextual Bandits NIPS 2022
On Multilevel Monte Carlo Unbiased Gradient Estimation for Deep Latent Variable Models AISTATS 2021
Deep Generative Missingness Pattern-Set Mixture Models AISTATS 2021
Variational inference with continuously-indexed normalizing flows UAI 2021
Relaxing Bijectivity Constraints with Continuously Indexed Normalising Flows ICML 2020
Scalable Metropolis-Hastings for Exact Bayesian Inference with Large Datasets ICML 2019
On Nesting Monte Carlo Estimators ICML 2018