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Baharan Mirzasoleiman
Baharan Mirzasoleiman
UCLA
Zweryfikowany adres z cs.ucla.edu - Strona główna
Tytuł
Cytowane przez
Cytowane przez
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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
3522014
Lazier Than Lazy Greedy
B Mirzasoleiman, A Badanidiyuru, A Karbasi, J Vondrák, A Krause
AAAI Conference on Artificial Intelligence (AAAI), 1812-1818, 2015
3472015
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
2722013
Cascaded failures in weighted networks
B Mirzasoleiman, M Babaei, M Jalili, MA Safari
Physical Review E 84 (4), 046114, 2011
1822011
Fast constrained submodular maximization: Personalized data summarization
B Mirzasoleiman, A Badanidiyuru, A Karbasi
International Conference on Machine Learning (ICML), 1358-1367, 2016
1382016
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
1362016
Coresets for Data-efficient Training of Machine Learning Models
B Mirzasoleiman, J Bilmes, J Leskovec
International Conference on Machine Learning (ICML), 2020
1342020
Selection via proxy: Efficient data selection for deep learning
C Coleman, C Yeh, S Mussmann, B Mirzasoleiman, P Bailis, P Liang, ...
International Conference on Learning Representations (ICLR), 2020
1312020
Distributed submodular maximization
B Mirzasoleiman, A Karbasi, R Sarkar, A Krause
Journal of Machine Learning Research 17 (238), 1−44, 2016
802016
Streaming Non-monotone Submodular Maximization: Personalized Video Summarization on the Fly
B Mirzasoleiman, S Jegelka, A Krause
AAAI Conference on Artificial Intelligence (AAAI), 2018
742018
Coresets for robust training of deep neural networks against noisy labels
B Mirzasoleiman, K Cao, J Leskovec
Advances in Neural Information Processing Systems 33, 11465-11477, 2020
672020
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
662017
Fast distributed submodular cover: Public-private data summarization
B Mirzasoleiman, M Zadimoghaddam, A Karbasi
Advances in Neural Information Processing Systems (NIPS), 3594-3602, 2016
572016
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
512015
On the fairness of time-critical influence maximization in social networks
J Ali, M Babaei, A Chakraborty, B Mirzasoleiman, KP Gummadi, A Singla
Transactions on Knowledge and Data Engineering (TKDE), 1541-1542, 2021
322021
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
282016
Revenue maximization in social networks through discounting
M Babaei, B Mirzasoleiman, M Jalili, MA Safari
Social Network Analysis and Mining 3, 1249-1262, 2013
272013
Immunizing complex networks with limited budget
B Mirzasoleiman, M Babaei, M Jalili
Europhysics Letters 98 (3), 38004, 2012
192012
CrossWalk: Fairness-enhanced Node Representation Learning
A Khajehnejad, M Khajehnejad, M Babaei, KP Gummadi, A Weller, ...
AAAI Conference on Artificial Intelligence (AAAI), 2021
172021
Dynamic Network Model from Partial Observations
E Ghalebi, B Mirzasoleiman, R Grosu, J Leskovec
Advances in Neural Information Processing Systems, 9883-9893, 2018
152018
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