Mohammad Reza Karimi

According to our database, Mohammad Reza Karimi authored at least 11 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Sinkhorn Flow: A Continuous-Time Framework for Understanding and Generalizing the Sinkhorn Algorithm.

Mohammad Reza Karimi, Ya-Ping Hsieh, Andreas Krause

CoRR, 2023

Stochastic Approximation Algorithms for Systems of Interacting Particles.

Mohammad Reza Karimi Jaghargh, Ya-Ping Hsieh, Andreas Krause

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Dynamical System View of Langevin-Based Non-Convex Sampling.

Mohammad Reza Karimi Jaghargh, Ya-Ping Hsieh, Andreas Krause

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Riemannian stochastic optimization methods avoid strict saddle points.

Ya-Ping Hsieh, Mohammad Reza Karimi Jaghargh, Andreas Krause, Panayotis Mertikopoulos

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Isotropic Gaussian Processes on Finite Spaces of Graphs.

Viacheslav Borovitskiy, Mohammad Reza Karimi, Vignesh Ram Somnath, Andreas Krause

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Prospects and challenges of cancer systems medicine: from genes to disease networks.

Mohammad Reza Karimi, Amir-Hossein Karimi, Shamsozoha Abolmaali, Mehdi Sadeghi, Ulf Schmitz

Briefings Bioinform., 2022

The Dynamics of Riemannian Robbins-Monro Algorithms.

Mohammad Reza Karimi, Ya-Ping Hsieh, Panayotis Mertikopoulos, Andreas Krause

Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

2021

Online Active Model Selection for Pre-trained Classifiers.

Mohammad Reza Karimi, Nezihe Merve Gürel, Bojan Karlas, Johannes Rausch, Ce Zhang, Andreas Krause

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2019

Consistent Online Optimization: Convex and Submodular.

Mohammad Reza Karimi Jaghargh, Andreas Krause, Silvio Lattanzi, Sergei Vassilvitskii

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2017

Stochastic Submodular Maximization: The Case of Coverage Functions.

Mohammad Reza Karimi, Mario Lucic, S. Hamed Hassani, Andreas Krause

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

Smart Broadcasting: Do You Want to be Seen?

Mohammad Reza Karimi, Erfan Tavakoli, Mehrdad Farajtabar, Le Song, Manuel Gomez-Rodriguez

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016