Mohammad Reza Karimi

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 15

Top Topics

Optimization Methods

Trained Classifiers

Top Venues

Briefings Bioinform.

Publications

Mohammad Reza Karimi, Ya-Ping Hsieh, Andreas Krause
Sinkhorn Flow as Mirror Flow: A Continuous-Time Framework for Generalizing the Sinkhorn Algorithm. AISTATS (2024)
Viacheslav Borovitskiy, Mohammad Reza Karimi, Vignesh Ram Somnath, Andreas Krause
Isotropic Gaussian Processes on Finite Spaces of Graphs. AISTATS (2023)
Mohammad Reza Karimi, Ya-Ping Hsieh, Andreas Krause
Sinkhorn Flow: A Continuous-Time Framework for Understanding and Generalizing the Sinkhorn Algorithm. CoRR (2023)
Ya-Ping Hsieh, Mohammad Reza Karimi, Andreas Krause, Panayotis Mertikopoulos
Riemannian stochastic optimization methods avoid strict saddle points. CoRR (2023)
Mohammad Reza Karimi, Ya-Ping Hsieh, Panayotis Mertikopoulos, Andreas Krause
The Dynamics of Riemannian Robbins-Monro Algorithms. CoRR (2022)
Mohammad Reza Karimi, Ya-Ping Hsieh, Panayotis Mertikopoulos, Andreas Krause
The Dynamics of Riemannian Robbins-Monro Algorithms. COLT (2022)
Mohammad Reza Karimi, Amir-Hossein Karimi, Shamsozoha Abolmaali, Mehdi Sadeghi, Ulf Schmitz
Prospects and challenges of cancer systems medicine: from genes to disease networks. Briefings Bioinform. 23 (1) (2022)
Viacheslav Borovitskiy, Mohammad Reza Karimi, Vignesh Ram Somnath, Andreas Krause
Isotropic Gaussian Processes on Finite Spaces of Graphs. CoRR (2022)
Mohammad Reza Karimi, Ya-Ping Hsieh, Andreas Krause
A Dynamical System View of Langevin-Based Non-Convex Sampling. CoRR (2022)
Mohammad Reza Karimi, Nezihe Merve Gürel, Bojan Karlas, Johannes Rausch, Ce Zhang, Andreas Krause
Online Active Model Selection for Pre-trained Classifiers. AISTATS (2021)
Mohammad Reza Karimi, Nezihe Merve Gürel, Bojan Karlas, Johannes Rausch, Ce Zhang, Andreas Krause
Online Active Model Selection for Pre-trained Classifiers. CoRR (2020)
Mohammad Reza Karimi, Mario Lucic, S. Hamed Hassani, Andreas Krause
Stochastic Submodular Maximization: The Case of Coverage Functions. NIPS (2017)
Mohammad Reza Karimi, Mario Lucic, S. Hamed Hassani, Andreas Krause
Stochastic Submodular Maximization: The Case of Coverage Functions. CoRR (2017)
Mohammad Reza Karimi, Erfan Tavakoli, Mehrdad Farajtabar, Le Song, Manuel Gomez-Rodriguez
Smart broadcasting: Do you want to be seen? CoRR (2016)
Mohammad Reza Karimi, Erfan Tavakoli, Mehrdad Farajtabar, Le Song, Manuel Gomez-Rodriguez
Smart Broadcasting: Do You Want to be Seen? KDD (2016)