Mohammad Reza Karimi
5 papers · 2021–2024 · 3 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
(23)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Mathematics & Optimization
(3)
Optimization
(3)
Optimization & Theory · Machine Learning
(3)
Bayesian & Probabilistic · Machine Learning
(2)
Core Methods
(2)
Mathematics
(2)
Deep Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization & Theory · Deep Learning
(1)
Probability
(1)
Keywords
riemannian optimization
(1)
wasserstein distance
(1)
active learning
(1)
model selection
(1)
online learning
(1)
probabilistic modeling
(1)
bayesian inference
(1)
optimal transport
(1)
primal-dual optimization
(1)
convergence analysis
(1)
constrained optimization
(1)
markov chain monte carlo
(1)
gaussian process
(1)
selective sampling
(1)
stochastic approximation
(1)
stochastic process
(1)
primal-dual algorithm
(1)
mirror descent
(1)
riemannian manifold
(1)
stochastic gradient method
(1)
Papers
Constrained Sampling with Primal-Dual Langevin Monte Carlo
NeurIPS 2024
Sinkhorn Flow as Mirror Flow: A Continuous-Time Framework for Generalizing the Sinkhorn Algorithm
AISTATS 2024
Isotropic Gaussian Processes on Finite Spaces of Graphs
AISTATS 2023
The Dynamics of Riemannian Robbins-Monro Algorithms
COLT 2022
Online Active Model Selection for Pre-trained Classifiers
AISTATS 2021