Baharan Mirzasoleiman
Baharan Mirzasoleiman
Verified email at cs.stanford.edu - Homepage
TitleCited byYear
Distributed submodular maximization: Identifying representative elements in massive data
B Mirzasoleiman, A Karbasi, R Sarkar, A Krause
Advances in Neural Information Processing Systems (NIPS), 2049-2057, 2013
1652013
Streaming submodular maximization: Massive data summarization on the fly
A Badanidiyuru, B Mirzasoleiman, A Karbasi, A Krause
ACM SIGKDD international conference on Knowledge discovery and data mining …, 2014
1562014
Cascaded failures in weighted networks
B Mirzasoleiman, M Babaei, M Jalili, MA Safari
Physical Review E 84 (4), 046114, 2011
1472011
Lazier Than Lazy Greedy
B Mirzasoleiman, A Badanidiyuru, A Karbasi, J Vondrák, A Krause
AAAI Conference on Artificial Intelligence (AAAI), 1812-1818, 2015
1462015
Guaranteed non-convex optimization: Submodular maximization over continuous domains
Y Bian, B Mirzasoleiman, JM Buhmann, A Krause
International conference on Artificial Intelligence and Statistics (AISTATS), 2016
612016
Fast constrained submodular maximization: Personalized data summarization
B Mirzasoleiman, A Badanidiyuru, A Karbasi
International Conference on Machine Learning (ICML), 1358-1367, 2016
532016
Distributed submodular maximization
B Mirzasoleiman, A Karbasi, R Sarkar, A Krause
Journal of Machine Learning Research 17 (238), 1−44, 2016
332016
Distributed submodular cover: Succinctly summarizing massive data
B Mirzasoleiman, A Karbasi, A Badanidiyuru, A Krause
Advances in Neural Information Processing Systems (NIPS), 2881-2889, 2015
312015
Fast distributed submodular cover: Public-private data summarization
B Mirzasoleiman, M Zadimoghaddam, A Karbasi
Advances in Neural Information Processing Systems (NIPS), 3594-3602, 2016
252016
Deletion-Robust Submodular Maximization: Data Summarization with “the Right to be Forgotten”
B Mirzasoleiman, A Karbasi, A Krause
International Conference on Machine Learning (ICML), 2449-2458, 2017
232017
Streaming Non-monotone Submodular Maximization: Personalized Video Summarization on the Fly
B Mirzasoleiman, S Jegelka, A Krause
AAAI Conference on Artificial Intelligence (AAAI), 2018
202018
Revenue maximization in social networks through discounting
M Babaei, B Mirzasoleiman, M Jalili, MA Safari
Social Network Analysis and Mining 3 (4), 1249-1262, 2013
142013
Immunizing complex networks with limited budget
B Mirzasoleiman, M Babaei, M Jalili
EPL (Europhysics Letters) 98 (3), 38004, 2012
122012
Failure tolerance of motif structure in biological networks
B Mirzasoleiman, M Jalili
PLoS One 6 (5), e20512, 2011
122011
Learning sparse combinatorial representations via two-stage submodular maximization
E Balkanski, B Mirzasoleiman, A Krause, Y Singer
International Conference on Machine Learning (ICML), 2207-2216, 2016
92016
Utility proportional optimization flow control for overlay multicast
A Jafari, H Shafiei, B Mirzasoleiman, G Sepidnam
IEEE International Symposium on Parallel and Distributed Processing with …, 2009
42009
Dynamic Network Model from Partial Observations
E Ghalebi, B Mirzasoleiman, R Grosu, J Leskovec
Advances in Neural Information Processing Systems, 9883-9893, 2018
22018
Reuse-Attack Mitigation in Wireless Sensor Networks
H Shafiei, A Khonsari, B Mirzasoleiman, OK Mohammad
IEEE International Conference on Communications (ICC), 1-5, 2011
2*2011
Selection Via Proxy: Efficient Data Selection For Deep Learning
C Coleman, C Yeh, S Mussmann, B Mirzasoleiman, P Bailis, P Liang, ...
arXiv preprint arXiv:1906.11829, 2019
12019
Select Via Proxy: Efficient Data Selection For Training Deep Networks
C Coleman, S Mussmann, B Mirzasoleiman, P Bailis, P Liang, J Leskovec, ...
12018
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