Alp Kucukelbir
7 papers · 2015–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (9) π Renaissance Researcher (5) π Interdisciplinary Bridge π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(15)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Trend Setter
Conferences
AISTATS (2)
ICML (2)
NIPS (2)
JMLR (1)
Top co-authors
Keywords
bayesian inference
(3)
automatic differentiation
(2)
latent variable
(2)
variational inference
(2)
probabilistic programming
(2)
model evaluation
(1)
expectation maximization
(1)
gradient estimation
(1)
predictive accuracy
(1)
robust inference
(1)
probabilistic prediction
(1)
gradient boosting
(1)
hierarchical model
(1)
variance reduction
(1)
posterior approximation
(1)
probabilistic model
(1)
poisson factorization
(1)
control variate
(1)
sparse reward
(1)
goal-conditioned reinforcement learning
(1)
Papers
Treeffuser: probabilistic prediction via conditional diffusions with gradient-boosted trees
NIPS 2024
Hindsight Expectation Maximization for Goal-conditioned Reinforcement Learning
AISTATS 2021
Variance Reduction for Evolution Strategies via Structured Control Variates
AISTATS 2020
Evaluating Bayesian Models with Posterior Dispersion Indices
ICML 2017
Robust Probabilistic Modeling with Bayesian Data Reweighting
ICML 2017
Automatic Differentiation Variational Inference
JMLR 2017
Automatic Variational Inference in Stan
NIPS 2015