Roman Vershynin
4 papers · 2018–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (10)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
COLT (2)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
wasserstein distance
(1)
differential privacy
(1)
dimensionality reduction
(1)
stochastic gradient descent
(1)
online learning
(1)
non-convex optimization
(1)
principal component analysis
(1)
subspace learning
(1)
sample complexity
(1)
phase retrieval
(1)
spectral algorithm
(1)
synthetic datum
(1)
feedforward network
(1)
spectral initialization
(1)
randomized kaczmarz algorithm
(1)
random initialization
(1)
recurrent network
(1)
private data generation
(1)
function implementation
(1)
relu neuron
(1)
Papers
Algorithmically Effective Differentially Private Synthetic Data
COLT 2023
Online Stochastic Gradient Descent with Arbitrary Initialization Solves Non-smooth, Non-convex Phase Retrieval
JMLR 2023
On Neuronal Capacity
NIPS 2018
Polynomial Time and Sample Complexity for Non-Gaussian Component Analysis: Spectral Methods
COLT 2018