Amin Karbasi
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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
2172014
Distributed submodular maximization: Identifying representative elements in massive data
B Mirzasoleiman, A Karbasi, R Sarkar, A Krause
Advances in Neural Information Processing Systems, 2049-2057, 2013
2152013
Lazier Than Lazy Greedy
B Mirzasoleiman, A Badanidiyuru, A Karbasi, J Vondrák, A Krause
arXiv preprint arXiv:1409.7938, 2015
2052015
Graph-constrained group testing
M Cheraghchi, A Karbasi, S Mohajer, V Saligrama
IEEE Transactions on Information Theory 58 (1), 248-262, 2012
1052012
Graph-constrained group testing
M Cheraghchi, A Karbasi, S Mohajer, V Saligrama
Information Theory Proceedings (ISIT), 2010 IEEE International Symposium on …, 2010
1052010
Near-Optimally Teaching the Crowd to Classify.
A Singla, I Bogunovic, G Bartók, A Karbasi, A Krause
ICML 1 (2), 3, 2014
912014
Fast Constrained Submodular Maximization: Personalized Data Summarization.
B Mirzasoleiman, A Badanidiyuru, A Karbasi
ICML, 1358-1367, 2016
802016
Streaming weak submodularity: Interpreting neural networks on the fly
E Elenberg, AG Dimakis, M Feldman, A Karbasi
Advances in Neural Information Processing Systems, 4044-4054, 2017
662017
Gradient methods for submodular maximization
H Hassani, M Soltanolkotabi, A Karbasi
Advances in Neural Information Processing Systems, 5841-5851, 2017
602017
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
562011
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
Greed is good: Near-optimal submodular maximization via greedy optimization
M Feldman, C Harshaw, A Karbasi
arXiv preprint arXiv:1704.01652, 2017
522017
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
512014
Distributed submodular maximization
B Mirzasoleiman, A Karbasi, R Sarkar, A Krause
The Journal of Machine Learning Research 17 (1), 8330-8373, 2016
492016
A new DOA estimation method using a circular microphone array
A Karbasi, A Sugiyama
2007 15th European Signal Processing Conference, 778-782, 2007
482007
Distributed submodular cover: Succinctly summarizing massive data
B Mirzasoleiman, A Karbasi, A Badanidiyuru, A Krause
Advances in Neural Information Processing Systems, 2881-2889, 2015
422015
Submodular Surrogates for Value of Information.
Y Chen, S Javdani, A Karbasi, JA Bagnell, SS Srinivasa, A Krause
AAAI, 3511-3518, 2015
412015
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
392020
Online continuous submodular maximization
L Chen, H Hassani, A Karbasi
arXiv preprint arXiv:1802.06052, 2018
392018
Sequential information maximization: When is greedy near-optimal?
Y Chen, SH Hassani, A Karbasi, A Krause
Conference on Learning Theory, 338-363, 2015
392015
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Artiklar 1–20