Ehsan Kazemi

According to our database, Ehsan Kazemi authored at least 24 papers between 2013 and 2022.

Collaborative distances:

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

2022

The Power of Subsampling in Submodular Maximization.

Christopher Harshaw, Ehsan Kazemi, Moran Feldman, Amin Karbasi

Math. Oper. Res., 2022

Submodular Maximization in Clean Linear Time.

Wenxin Li, Moran Feldman, Ehsan Kazemi, Amin Karbasi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Regularized Submodular Maximization at Scale.

Ehsan Kazemi, Shervin Minaee, Moran Feldman, Amin Karbasi

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

MPGM: Scalable and Accurate Multiple Network Alignment.

Ehsan Kazemi, Matthias Grossglauser

IEEE ACM Trans. Comput. Biol. Bioinform., 2020

On Adversarial Bias and the Robustness of Fair Machine Learning.

Hongyan Chang, Ta Duy Nguyen, Sasi Kumar Murakonda, Ehsan Kazemi, Reza Shokri

CoRR, 2020

Submodular Maximization Through Barrier Functions.

Ashwinkumar Badanidiyuru, Amin Karbasi, Ehsan Kazemi, Jan Vondrák

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Streaming Submodular Maximization under a k-Set System Constraint.

Ran Haba, Ehsan Kazemi, Moran Feldman, Amin Karbasi

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Deep learning enables robust assessment and selection of human blastocysts after in vitro fertilization.

Pegah Khosravi, Ehsan Kazemi, Qiansheng Zhan, Jonas Malmsten, Marco Toschi, Pantelis Zisimopoulos, Alexandros Sigaras, Stuart Lavery, Lee A. D. Cooper, Cristina Hickman, Marcos Meseguer, Zev Rosenwaks, Olivier Elemento, Nikica Zaninovic, Iman Hajirasouliha

npj Digit. Medicine, 2019

Adaptive Sequence Submodularity.

Marko Mitrovic, Ehsan Kazemi, Moran Feldman, Andreas Krause, Amin Karbasi

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Submodular Streaming in All Its Glory: Tight Approximation, Minimum Memory and Low Adaptive Complexity.

Ehsan Kazemi, Marko Mitrovic, Morteza Zadimoghaddam, Silvio Lattanzi, Amin Karbasi

Proceedings of the 36th International Conference on Machine Learning, 2019

Eliminating Latent Discrimination: Train Then Mask.

Soheil Ghili, Ehsan Kazemi, Amin Karbasi

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Do Less, Get More: Streaming Submodular Maximization with Subsampling.

Moran Feldman, Amin Karbasi, Ehsan Kazemi

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Data Summarization at Scale: A Two-Stage Submodular Approach.

Marko Mitrovic, Ehsan Kazemi, Morteza Zadimoghaddam, Amin Karbasi

Proceedings of the 35th International Conference on Machine Learning, 2018

Scalable Deletion-Robust Submodular Maximization: Data Summarization with Privacy and Fairness Constraints.

Ehsan Kazemi, Morteza Zadimoghaddam, Amin Karbasi

Proceedings of the 35th International Conference on Machine Learning, 2018

Comparison Based Learning from Weak Oracles.

Ehsan Kazemi, Lin Chen, Sanjoy Dasgupta, Amin Karbasi

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

Deletion-Robust Submodular Maximization at Scale.

Ehsan Kazemi, Morteza Zadimoghaddam, Amin Karbasi

CoRR, 2017

2016

Network Alignment: Theory, Algorithms, and Applications.

Ehsan Kazemi

PhD thesis, 2016

On the Structure and Efficient Computation of IsoRank Node Similarities.

Ehsan Kazemi, Matthias Grossglauser

CoRR, 2016

PROPER: global protein interaction network alignment through percolation matching.

Ehsan Kazemi, Seyed Hamed Hassani, Matthias Grossglauser, Hassan Pezeshgi Modarres

BMC Bioinform., 2016

2015

Growing a Graph Matching from a Handful of Seeds.

Ehsan Kazemi, Seyed Hamed Hassani, Matthias Grossglauser

Proc. VLDB Endow., 2015

When can two unlabeled networks be aligned under partial overlap?

Ehsan Kazemi, Lyudmila Yartseva, Matthias Grossglauser

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014

Hiding in the Mobile Crowd: LocationPrivacy through Collaboration.

Reza Shokri, George Theodorakopoulos, Panos Papadimitratos, Ehsan Kazemi, Jean-Pierre Hubaux

IEEE Trans. Dependable Secur. Comput., 2014

2013

Where to go from here? Mobility prediction from instantaneous information.

Vincent Etter, Mohamed Kafsi, Ehsan Kazemi, Matthias Grossglauser, Patrick Thiran

Pervasive Mob. Comput., 2013

Mitigating Epidemics through Mobile Micro-measures.

Mohamed Kafsi, Ehsan Kazemi, Lucas Maystre, Lyudmila Yartseva, Matthias Grossglauser, Patrick Thiran

CoRR, 2013