David Rohde
5 papers · 2016–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Silver
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
Venues
Top co-authors
Research topics
Keywords
off-policy learning
(3)
importance sampling
(2)
variational inference
(1)
bayesian inference
(1)
policy learning
(1)
generalization bound
(1)
pac-bayesian bound
(1)
pac-bayes bound
(1)
recommendation system
(1)
semi-parametric model
(1)
bandit learning
(1)
bayesian bandit
(1)
offline policy optimization
(1)
inverse propensity scoring
(1)
maximum inner product search
(1)
large action space
(1)
mean field variational baye
(1)
off-policy evaluation
(1)
logging policy
(1)
approximate inference
(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
Exponential Smoothing for Off-Policy Learning
ICML 2023
Fast Offline Policy Optimization for Large Scale Recommendation
AAAI 2023
Semiparametric Mean Field Variational Bayes: General Principles and Numerical Issues
JMLR 2016