Mohammad Reza Karimi Jaghargh
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
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Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
submodular optimization
(1)
riemannian optimization
(1)
stochastic gradient
(1)
langevin dynamics
(1)
non-convex optimization
(1)
variational inference
(1)
convex optimization
(1)
markov chain monte carlo
(1)
online optimization
(1)
mcmc sampling
(1)
stochastic approximation
(1)
manifold optimization
(1)
poisson process
(1)
regret bound
(1)
dynamical system
(1)
last-iterate convergence
(1)
mean-field limit
(1)
stochastic method
(1)
saddle point
(1)
interacting particle system
(1)
Papers
A Dynamical System View of Langevin-Based Non-Convex Sampling
NeurIPS 2023
Riemannian stochastic optimization methods avoid strict saddle points
NeurIPS 2023
Stochastic Approximation Algorithms for Systems of Interacting Particles
NeurIPS 2023
Consistent Online Optimization: Convex and Submodular
AISTATS 2019