David Rohde
5 papers · 2016–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(9)
🌉
Interdisciplinary Bridge
🐝
Cross-Pollinator
(15)
Conferences
AAAI (1)
AISTATS (1)
ICML (1)
JMLR (1)
UAI (1)
Top co-authors
Keywords
approximate inference
(1)
variational inference
(1)
bayesian inference
(1)
policy learning
(1)
importance sampling
(1)
off-policy learning
(1)
semiparametric model
(1)
pac-bayes bound
(1)
recommendation system
(1)
bandit learning
(1)
offline policy optimization
(1)
inverse propensity scoring
(1)
maximum inner product search
(1)
mean field variational baye
(1)
Papers
Bayesian Off-Policy Evaluation and Learning for Large Action Spaces
AISTATS 2025
Unified PAC-Bayesian Study of Pessimism for Offline Policy Learning with Regularized Importance Sampling
UAI 2024
Fast Offline Policy Optimization for Large Scale Recommendation
AAAI 2023
Exponential Smoothing for Off-Policy Learning
ICML 2023
Semiparametric Mean Field Variational Bayes: General Principles and Numerical Issues
JMLR 2016