Atilim Gunes Baydin
9 papers · 2017–2022 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (5)
π
Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(14)
π₯
Unstoppable
(6)
π
Conference Pioneer
Conferences
NIPS (3)
AISTATS (2)
ICLR (2)
ECCV (1)
JMLR (1)
Top co-authors
Keywords
probabilistic programming
(3)
inference compilation
(2)
amortized inference
(2)
sequential importance sampling
(2)
variational inference
(1)
transfer learning
(1)
domain adaptation
(1)
bayesian inference
(1)
gradient-based optimization
(1)
automatic differentiation
(1)
markov chain monte carlo
(1)
importance sampling
(1)
posterior inference
(1)
variance reduction
(1)
differentiable programming
(1)
gradient computation
(1)
particle physics
(1)
surrogate model
(1)
deep generative model
(1)
invariant representation
(1)
Papers
KL Guided Domain Adaptation
ICLR 2022
Amortized Rejection Sampling in Universal Probabilistic Programming
AISTATS 2022
Domain Invariant Representation Learning with Domain Density Transformations
NIPS 2021
AutoSimulate: (Quickly) Learning Synthetic Data Generation
ECCV 2020
Black-Box Optimization with Local Generative Surrogates
NIPS 2020
Efficient Probabilistic Inference in the Quest for Physics Beyond the Standard Model
NIPS 2019
Online Learning Rate Adaptation with Hypergradient Descent
ICLR 2018
Automatic Differentiation in Machine Learning: a Survey
JMLR 2018
Inference Compilation and Universal Probabilistic Programming
AISTATS 2017