Guillaume Garrigos
4 papers · 2019–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
Venues
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Research topics
Keywords
stochastic optimization
(1)
finite-sum optimization
(1)
variational inference
(1)
variance reduction
(1)
sequential decision
(1)
online convex optimization
(1)
sparse optimization
(1)
proximal gradient
(1)
convergence guarantee
(1)
generalized linear model
(1)
stochastic newton method
(1)
subsampled newton-raphson
(1)
model consistency
(1)
regularized empirical risk minimization
(1)
mirror-stratifiable regularizer
(1)
stochastic proximal gradient
(1)
dual certificate
(1)
incremental method
(1)
inventory control
(1)
non-i.i.d. demand
(1)
Papers
Online Inventory Problems: Beyond the i.i.d. Setting with Online Convex Optimization
NeurIPS 2023
Provable convergence guarantees for black-box variational inference
NeurIPS 2023
SAN: Stochastic Average Newton Algorithm for Minimizing Finite Sums
AISTATS 2022
Model Consistency for Learning with Mirror-Stratifiable Regularizers
AISTATS 2019