Amin Karbasi
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, 2049-2057, 2013
1592013
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
1492014
Lazier Than Lazy Greedy
B Mirzasoleiman, A Badanidiyuru, A Karbasi, J Vondrák, A Krause
arXiv preprint arXiv:1409.7938, 2015
1382015
Graph-constrained group testing
M Cheraghchi, A Karbasi, S Mohajer, V Saligrama
IEEE Transactions on Information Theory 58 (1), 248-262, 2012
922012
Graph-constrained group testing
M Cheraghchi, A Karbasi, S Mohajer, V Saligrama
Information Theory Proceedings (ISIT), 2010 IEEE International Symposium on …, 2010
922010
Near-Optimally Teaching the Crowd to Classify.
A Singla, I Bogunovic, G Bartók, A Karbasi, A Krause
ICML 1 (2), 3, 2014
642014
Fast Constrained Submodular Maximization: Personalized Data Summarization.
B Mirzasoleiman, A Badanidiyuru, A Karbasi
ICML, 1358-1367, 2016
512016
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
512011
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
502010
A new DOA estimation method using a circular microphone array
A Karbasi, A Sugiyama
2007 15th European Signal Processing Conference, 778-782, 2007
492007
Near Optimal Bayesian Active Learning for Decision Making.
S Javdani, Y Chen, A Karbasi, A Krause, D Bagnell, SS Srinivasa
AISTATS 14, 430-438, 2014
452014
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
392017
Greed is good: Near-optimal submodular maximization via greedy optimization
M Feldman, C Harshaw, A Karbasi
arXiv preprint arXiv:1704.01652, 2017
362017
Gradient methods for submodular maximization
H Hassani, M Soltanolkotabi, A Karbasi
Advances in Neural Information Processing Systems, 5841-5851, 2017
342017
Submodular surrogates for value of information
Y Chen, S Javdani, A Karbasi, JA Bagnell, S Srinivasa, A Krause
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
302015
Distributed submodular cover: Succinctly summarizing massive data
B Mirzasoleiman, A Karbasi, A Badanidiyuru, A Krause
Advances in Neural Information Processing Systems, 2881-2889, 2015
302015
Distributed submodular maximization
B Mirzasoleiman, A Karbasi, R Sarkar, A Krause
The Journal of Machine Learning Research 17 (1), 8330-8373, 2016
282016
Sequential information maximization: When is greedy near-optimal?
Y Chen, SH Hassani, A Karbasi, A Krause
Conference on Learning Theory, 338-363, 2015
262015
Iterative learning and denoising in convolutional neural associative memories
A Karbasi, AH Salavati, A Shokrollahi
Proceedings 30th International Conference on Machine Learning (ICML) 28 …, 2013
262013
Robust localization from incomplete local information
A Karbasi, S Oh
IEEE/ACM Transactions on Networking 21 (4), 1131-1144, 2012
262012
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Articles 1–20