Zachary Pitkow
5 papers · 2011–2019 · 1 conference · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Academic Marathon (8) π Cross-Pollinator (15)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(19)
π
Keyword Champion
Conferences
NIPS (5)
Top co-authors
Keywords
graphical model
(2)
loopy belief propagation
(2)
approximate inference
(1)
compressive sensing
(1)
belief propagation
(1)
probabilistic inference
(1)
sparse representation
(1)
marginal estimation
(1)
message passing
(1)
probability distribution
(1)
bethe free energy
(1)
marginal probability
(1)
marginal probabilities
(1)
neural representation
(1)
feedforward computation
(1)
neural regularization
(1)
probabilistic population codes
(1)
adversarial attack
(1)
convolutional neural network
(1)
expected value
(1)
Papers
Learning from brains how to regularize machines
NIPS 2019
Stimulus domain transfer in recurrent models for large scale cortical population prediction on video
NIPS 2018
Inference by Reparameterization in Neural Population Codes
NIPS 2016
Compressive neural representation of sparse, high-dimensional probabilities
NIPS 2012
Learning unbelievable probabilities
NIPS 2011