Mohammadreza Soltani
4 papers · 2018–2022 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(10)
Venues
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Research topics
Keywords
few-shot learning
(1)
non-convex optimization
(1)
bipartite matching
(1)
sample complexity
(1)
markov chain monte carlo
(1)
fisher information
(1)
phase retrieval
(1)
linear convergence
(1)
normalizing flow
(1)
quadratic activation
(1)
low-rank matrix estimation
(1)
missing data
(1)
conditional sampling
(1)
monte carlo expectation maximization
(1)
two-layer neural network
(1)
task affinity
(1)
polynomial neural network
(1)
non-convex training
(1)
physics-infused neural network
(1)
blaschke product
(1)
Papers
Blaschke Product Neural Networks (BPNN): A Physics-Infused Neural Network for Phase Retrieval of Meromorphic Functions
ICLR 2022
Task Affinity with Maximum Bipartite Matching in Few-Shot Learning
ICLR 2022
Projected Latent Markov Chain Monte Carlo: Conditional Sampling of Normalizing Flows
ICLR 2021
Towards Provable Learning of Polynomial Neural Networks Using Low-Rank Matrix Estimation
AISTATS 2018