Ehsan Kazemi

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 31

Top Topics

Data Summarization

Streaming Media

Top Venues

Proc. VLDB Endow.

Publications

Wenxin Li, Moran Feldman, Ehsan Kazemi, Amin Karbasi
Submodular Maximization in Clean Linear Time. NeurIPS (2022)
Christopher Harshaw, Ehsan Kazemi, Moran Feldman, Amin Karbasi
The Power of Subsampling in Submodular Maximization. Math. Oper. Res. 47 (2) (2022)
Christopher Harshaw, Ehsan Kazemi, Moran Feldman, Amin Karbasi
The Power of Subsampling in Submodular Maximization. CoRR (2021)
Ehsan Kazemi, Shervin Minaee, Moran Feldman, Amin Karbasi
Regularized Submodular Maximization at Scale. ICML (2021)
Hongyan Chang, Ta Duy Nguyen, Sasi Kumar Murakonda, Ehsan Kazemi, Reza Shokri
On Adversarial Bias and the Robustness of Fair Machine Learning. CoRR (2020)
Ehsan Kazemi, Shervin Minaee, Moran Feldman, Amin Karbasi
Regularized Submodular Maximization at Scale. CoRR (2020)
Ashwinkumar Badanidiyuru, Amin Karbasi, Ehsan Kazemi, Jan Vondrák
Submodular Maximization Through Barrier Functions. CoRR (2020)
Ehsan Kazemi, Matthias Grossglauser
MPGM: Scalable and Accurate Multiple Network Alignment. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (6) (2020)
Ran Haba, Ehsan Kazemi, Moran Feldman, Amin Karbasi
Streaming Submodular Maximization under a k-Set System Constraint. CoRR (2020)
Ashwinkumar Badanidiyuru, Amin Karbasi, Ehsan Kazemi, Jan Vondrák
Submodular Maximization Through Barrier Functions. NeurIPS (2020)
Ran Haba, Ehsan Kazemi, Moran Feldman, Amin Karbasi
Streaming Submodular Maximization under a k-Set System Constraint. ICML (2020)
Ehsan Kazemi, Marko Mitrovic, Morteza Zadimoghaddam, Silvio Lattanzi, Amin Karbasi
Submodular Streaming in All its Glory: Tight Approximation, Minimum Memory and Low Adaptive Complexity. CoRR (2019)
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
Deep learning enables robust assessment and selection of human blastocysts after in vitro fertilization. npj Digit. Medicine 2 (2019)
Soheil Ghili, Ehsan Kazemi, Amin Karbasi
Eliminating Latent Discrimination: Train Then Mask. AAAI (2019)
Marko Mitrovic, Ehsan Kazemi, Moran Feldman, Andreas Krause, Amin Karbasi
Adaptive Sequence Submodularity. CoRR (2019)
Marko Mitrovic, Ehsan Kazemi, Moran Feldman, Andreas Krause, Amin Karbasi
Adaptive Sequence Submodularity. NeurIPS (2019)
Ehsan Kazemi, Marko Mitrovic, Morteza Zadimoghaddam, Silvio Lattanzi, Amin Karbasi
Submodular Streaming in All Its Glory: Tight Approximation, Minimum Memory and Low Adaptive Complexity. ICML (2019)
Ehsan Kazemi, Lin Chen, Sanjoy Dasgupta, Amin Karbasi
Comparison Based Learning from Weak Oracles. AISTATS (2018)
Ehsan Kazemi, Lin Chen, Sanjoy Dasgupta, Amin Karbasi
Comparison Based Learning from Weak Oracles. CoRR (2018)
Marko Mitrovic, Ehsan Kazemi, Morteza Zadimoghaddam, Amin Karbasi
Data Summarization at Scale: A Two-Stage Submodular Approach. CoRR (2018)
Ehsan Kazemi, Morteza Zadimoghaddam, Amin Karbasi
Scalable Deletion-Robust Submodular Maximization: Data Summarization with Privacy and Fairness Constraints. ICML (2018)
Ehsan Kazemi, Matthias Grossglauser
MPGM: Scalable and Accurate Multiple Network Alignment. CoRR (2018)
Soheil Ghili, Ehsan Kazemi, Amin Karbasi
Eliminating Latent Discrimination: Train Then Mask. CoRR (2018)
Moran Feldman, Amin Karbasi, Ehsan Kazemi
Do Less, Get More: Streaming Submodular Maximization with Subsampling. NeurIPS (2018)
Moran Feldman, Amin Karbasi, Ehsan Kazemi
Do Less, Get More: Streaming Submodular Maximization with Subsampling. CoRR (2018)
Marko Mitrovic, Ehsan Kazemi, Morteza Zadimoghaddam, Amin Karbasi
Data Summarization at Scale: A Two-Stage Submodular Approach. ICML (2018)
Ehsan Kazemi, Morteza Zadimoghaddam, Amin Karbasi
Deletion-Robust Submodular Maximization at Scale. CoRR (2017)
Ehsan Kazemi, Matthias Grossglauser
On the Structure and Efficient Computation of IsoRank Node Similarities. CoRR (2016)
Ehsan Kazemi, Seyed Hamed Hassani, Matthias Grossglauser, Hassan Pezeshgi Modarres
PROPER: global protein interaction network alignment through percolation matching. BMC Bioinform. 17 (2016)
Ehsan Kazemi, Lyudmila Yartseva, Matthias Grossglauser
When can two unlabeled networks be aligned under partial overlap? Allerton (2015)
Ehsan Kazemi, Seyed Hamed Hassani, Matthias Grossglauser
Growing a Graph Matching from a Handful of Seeds. Proc. VLDB Endow. 8 (10) (2015)
Reza Shokri, George Theodorakopoulos, Panos Papadimitratos, Ehsan Kazemi, Jean-Pierre Hubaux
Hiding in the Mobile Crowd: LocationPrivacy through Collaboration. IEEE Trans. Dependable Secur. Comput. 11 (3) (2014)
Vincent Etter, Mohamed Kafsi, Ehsan Kazemi, Matthias Grossglauser, Patrick Thiran
Where to go from here? Mobility prediction from instantaneous information. Pervasive Mob. Comput. 9 (6) (2013)
Mohamed Kafsi, Ehsan Kazemi, Lucas Maystre, Lyudmila Yartseva, Matthias Grossglauser, Patrick Thiran
Mitigating Epidemics through Mobile Micro-measures. CoRR (2013)