Amin Karbasi
Title
Cited by
Cited by
Year
Streaming submodular maximization: Massive data summarization on the fly
A Badanidiyuru, B Mirzasoleiman, A Karbasi, A Krause
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
2282014
Distributed Submodular Maximization: Identifying Representative Elements in Massive Data.
B Mirzasoleiman, A Karbasi, R Sarkar, A Krause
NIPS, 2049-2057, 2013
2182013
Lazier Than Lazy Greedy
B Mirzasoleiman, A Badanidiyuru, A Karbasi, J Vondrák, A Krause
arXiv preprint arXiv:1409.7938, 2015
2162015
Graph-constrained group testing
M Cheraghchi, A Karbasi, S Mohajer, V Saligrama
IEEE Transactions on Information Theory 58 (1), 248-262, 2012
1072012
Graph-constrained group testing
M Cheraghchi, A Karbasi, S Mohajer, V Saligrama
Information Theory Proceedings (ISIT), 2010 IEEE International Symposium on …, 2010
1072010
Near-optimally teaching the crowd to classify
A Singla, I Bogunovic, G Bartók, A Karbasi, A Krause
International Conference on Machine Learning, 154-162, 2014
972014
Fast constrained submodular maximization: Personalized data summarization
B Mirzasoleiman, A Badanidiyuru, A Karbasi
International Conference on Machine Learning, 1358-1367, 2016
832016
Streaming weak submodularity: Interpreting neural networks on the fly
ER Elenberg, AG Dimakis, M Feldman, A Karbasi
arXiv preprint arXiv:1703.02647, 2017
682017
Gradient methods for submodular maximization
H Hassani, M Soltanolkotabi, A Karbasi
arXiv preprint arXiv:1708.03949, 2017
662017
Sensor network localization from local connectivity: Performance analysis for the mds-map algorithm
S Oh, A Montanari, A Karbasi
2010 IEEE Information Theory Workshop on Information Theory (ITW 2010, Cairo …, 2010
562010
Near optimal bayesian active learning for decision making
S Javdani, Y Chen, A Karbasi, A Krause, D Bagnell, S Srinivasa
Artificial Intelligence and Statistics, 430-438, 2014
552014
Group testing with probabilistic tests: Theory, design and application
M Cheraghchi, A Hormati, A Karbasi, M Vetterli
IEEE Transactions on Information Theory 57 (10), 7057-7067, 2011
552011
Greed is good: Near-optimal submodular maximization via greedy optimization
M Feldman, C Harshaw, A Karbasi
Conference on Learning Theory, 758-784, 2017
542017
Distributed submodular maximization
B Mirzasoleiman, A Karbasi, R Sarkar, A Krause
The Journal of Machine Learning Research 17 (1), 8330-8373, 2016
512016
A new DOA estimation method using a circular microphone array
A Karbasi, A Sugiyama
2007 15th European Signal Processing Conference, 778-782, 2007
482007
Stochastic conditional gradient methods: From convex minimization to submodular maximization
A Mokhtari, H Hassani, A Karbasi
Journal of Machine Learning Research 21 (105), 1-49, 2020
452020
Online continuous submodular maximization
L Chen, H Hassani, A Karbasi
International Conference on Artificial Intelligence and Statistics, 1896-1905, 2018
412018
Distributed Submodular Cover: Succinctly Summarizing Massive Data.
B Mirzasoleiman, A Karbasi, A Badanidiyuru, A Krause
NIPS, 2881-2889, 2015
412015
Conditional gradient method for stochastic submodular maximization: Closing the gap
A Mokhtari, H Hassani, A Karbasi
International Conference on Artificial Intelligence and Statistics, 1886-1895, 2018
402018
Submodular surrogates for value of information
Y Chen, S Javdani, A Karbasi, J Bagnell, S Srinivasa, A Krause
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
402015
The system can't perform the operation now. Try again later.
Articles 1–20