Alex Ihler
12 papers
· 2012–2022
· 4 conferences
· across top CS/AI conferences
Achievements
π£
Hot Topic Early Bird
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Interdisciplinary Bridge
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Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(14)
π§
Keyword Pioneer
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Renaissance Researcher
(6)
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Conference Polyglot
(4)
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Academic Marathon
(10)
π±
Topic Pioneer
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Keyword Champion
(2)
ποΈ
Keyword Collector
(55)
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Century Club
(12)
π₯
Unstoppable
(7)
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Trend Setter
β
The Questioner
Conferences
NIPS (9)
AISTATS (1)
ICML (1)
UAI (1)
Top co-authors
Keywords
graphical model
(6)
belief propagation
(4)
variational inference
(4)
partition function
(3)
crowdsourcing
(2)
structured prediction
(2)
importance sampling
(2)
kl divergence
(2)
maximum likelihood estimation
(2)
convex optimization
(2)
contrastive divergence
(2)
restricted boltzmann machine
(2)
probabilistic inference
(2)
maximum likelihood
(1)
markov decision process
(1)
marginal map
(1)
matrix factorization
(1)
value iteration
(1)
distributed learning
(1)
message passing
(1)
Papers
Lifted Weighted Mini-Bucket
NIPS 2018
Learning Infinite RBMs with Frank-Wolfe
NIPS 2016
Decomposition Bounds for Marginal MAP
NIPS 2015
Variational Inference for Crowdsourcing
NIPS 2012