Ulrich Paquet
7 papers · 2008–2022 · 3 conferences · across top CS/AI conferences
Achievements
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๐งญ Keyword Pioneer ๐ฃ Hot Topic Early Bird ๐ Conference Polyglot (3) ๐ Academic Marathon (14) ๐ Cross-Pollinator (15)
๐บ๏ธ
Taxonomy Completionist
(22)
๐
Interdisciplinary Bridge
๐งฌ
Topic Evolution
๐
Keyword Champion
๐
Trend Setter
Conferences
NIPS (4)
JMLR (2)
AAAI (1)
Top co-authors
Keywords
variational inference
(4)
latent variable model
(2)
expectation propagation
(2)
approximate inference
(2)
ai safety
(1)
decision making
(1)
bayesian inference
(1)
motion estimation
(1)
bayesian learning
(1)
question answering
(1)
uncertainty quantification
(1)
ising model
(1)
relational reasoning
(1)
gaussian process
(1)
message passing
(1)
partition function
(1)
probabilistic inference
(1)
sequential model
(1)
machine learning
(1)
representation learning
(1)
Papers
Role of Human-AI Interaction in Selective Prediction
AAAI 2022
Recurrent Relational Networks
NIPS 2018
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning
NIPS 2017
Sequential Neural Models with Stochastic Layers
NIPS 2016
Perturbative Corrections for Approximate Inference in Gaussian Latent Variable Models
JMLR 2013
Perturbation Corrections in Approximate Inference: Mixture Modelling Applications
JMLR 2009
Improving on Expectation Propagation
NIPS 2008