Tyler Maunu
7 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (5)
π
Cross-Pollinator
(8)
πΊοΈ
Taxonomy Completionist
(16)
Conferences
NIPS (3)
AISTATS (2)
COLT (1)
JMLR (1)
Top co-authors
Keywords
optimal transport
(4)
gradient descent
(2)
wasserstein distance
(2)
non-convex optimization
(1)
variational inference
(1)
bayesian inference
(1)
accelerated optimization
(1)
markov chain monte carlo
(1)
positive semidefinite matrix
(1)
low-rank matrix
(1)
low-rank matrix recovery
(1)
matrix recovery
(1)
probability measure
(1)
phase retrieval
(1)
subspace recovery
(1)
linear convergence
(1)
convergence guarantee
(1)
convergence rate
(1)
gradient flow
(1)
implicit regularization
(1)
Papers
Acceleration and Implicit Regularization in Gaussian Phase Retrieval
AISTATS 2024
Bures-Wasserstein Barycenters and Low-Rank Matrix Recovery
AISTATS 2023
Score-based Generative Neural Networks for Large-Scale Optimal Transport
NIPS 2021
SVGD as a kernelized Wasserstein gradient flow of the chi-squared divergence
NIPS 2020
Exponential ergodicity of mirror-Langevin diffusions
NIPS 2020
Gradient descent algorithms for Bures-Wasserstein barycenters
COLT 2020
A Well-Tempered Landscape for Non-convex Robust Subspace Recovery
JMLR 2019