Rob Cornish
9 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (5) π Academic Marathon (7) π§ Keyword Pioneer π Cross-Pollinator (13)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
π₯
Unstoppable
(6)
Conferences
ICML (3)
AISTATS (2)
NIPS (2)
ICLR (1)
UAI (1)
Top co-authors
Research topics
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