Nihat Ay
4 papers · 2011–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Full 🐣 Hot Topic Early Bird 🏆 Keyword Champion 🧭 Keyword Pioneer
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Venues
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Research topics
Keywords
generative model
(2)
kullback-leibler divergence
(2)
variational inference
(1)
probabilistic inference
(1)
tensor decomposition
(1)
natural gradient
(1)
probability distribution
(1)
approximation error
(1)
conditional independence
(1)
representational power
(1)
expressive power
(1)
expressivity
(1)
markov random field
(1)
bayesian network
(1)
restricted boltzmann machine
(1)
structural causal model
(1)
evidence lower bound
(1)
hidden unit
(1)
conditional probability distribution
(1)
extreme event
(1)
Papers
A Stronger Calculus of Intervention for Max-Linear Bayesian Networks
UAI 2026
On the Natural Gradient of the Evidence Lower Bound
JMLR 2025
Geometry and Expressive Power of Conditional Restricted Boltzmann Machines
JMLR 2015
Expressive Power and Approximation Errors of Restricted Boltzmann Machines
NeurIPS 2011