Antoine Maillard
5 papers · 2018–2025 · 2 conferences · across top CS/AI conferences
Achievements
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๐งญ Keyword Pioneer ๐ Conference Polyglot (2) ๐ Academic Marathon (7) ๐ Cross-Pollinator (14) ๐ Interdisciplinary Bridge
๐บ๏ธ
Taxonomy Completionist
(13)
๐ฃ
Hot Topic Early Bird
Conferences
NIPS (4)
COLT (1)
Top co-authors
Keywords
approximate message passing
(3)
message passing
(2)
compressed sensing
(1)
principal component analysis
(1)
bayesian inference
(1)
high-dimensional statistics
(1)
gradient descent
(1)
generalization error
(1)
phase retrieval
(1)
matrix denoising
(1)
random matrix theory
(1)
phase transition
(1)
spectral algorithm
(1)
spectral method
(1)
generative prior
(1)
test error
(1)
bayes-optimal test error
(1)
quadratic activation
(1)
random matrix
(1)
committee machine
(1)
Papers
Fundamental Limits of Matrix Sensing: Exact Asymptotics, Universality, and Applications
COLT 2025
Bayes-optimal learning of an extensive-width neural network from quadratically many samples
NIPS 2024
Phase retrieval in high dimensions: Statistical and computational phase transitions
NIPS 2020
The spiked matrix model with generative priors
NIPS 2019
The committee machine: Computational to statistical gaps in learning a two-layers neural network
NIPS 2018