Jean-Baptiste Tristan
8 papers · 2014–2021 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π Conference Polyglot (4)
π
Academic Marathon
(7)
π
Cross-Pollinator
(13)
π
Trend Setter
π
Conference Pioneer
Conferences
AISTATS (3)
ICML (2)
NIPS (2)
AAAI (1)
Top co-authors
Keywords
variational autoencoder
(2)
gpu computing
(2)
latent dirichlet allocation
(2)
probabilistic modeling
(1)
mutual information
(1)
kl divergence
(1)
structured prediction
(1)
out-of-domain detection
(1)
semantic role labeling
(1)
markov chain monte carlo
(1)
probabilistic programming
(1)
gibbs sampling
(1)
maximum a posteriori
(1)
exponential family
(1)
parallel inference
(1)
syntactic parsing
(1)
rate distortion
(1)
posterior regularization
(1)
gradient-based inference
(1)
bayesian inference
(1)
Papers
Conjugate Energy-Based Models
ICML 2021
Rate-Regularization and Generalization in Variational Autoencoders
AISTATS 2021
Gradient-Based Inference for Networks with Output Constraints
AAAI 2019
Sketching for Latent Dirichlet-Categorical Models
AISTATS 2019
Unlocking Fairness: a Trade-off Revisited
NIPS 2019
Exponential Stochastic Cellular Automata for Massively Parallel Inference
AISTATS 2016
Efficient Training of LDA on a GPU by Mean-for-Mode Estimation
ICML 2015
Augur: Data-Parallel Probabilistic Modeling
NIPS 2014