Rob Cornish
9 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Keywords
generative model
(3)
variational inference
(3)
contextual bandit
(2)
off-policy evaluation
(2)
normalizing flow
(2)
density estimation
(2)
bayesian inference
(2)
posterior approximation
(1)
diffusion model
(1)
convergence rate
(1)
missing data imputation
(1)
variational autoencoder
(1)
control variate
(1)
molecular generation
(1)
equivariant neural network
(1)
evidence lower bound
(1)
doubly robust estimator
(1)
large dataset
(1)
average treatment effect
(1)
scalable algorithm
(1)
Papers
SymDiff: Equivariant Diffusion via Stochastic Symmetrisation
ICLR 2025
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits
NeurIPS 2023
Conformal Off-Policy Prediction in Contextual Bandits
NeurIPS 2022
Deep Generative Missingness Pattern-Set Mixture Models
AISTATS 2021
On Multilevel Monte Carlo Unbiased Gradient Estimation for Deep Latent Variable 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