Fakultät für Informatik
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Technische Universität München
Lehrstuhl für Effiziente Algorithmen
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A tree-based regressor that adapts to intrinsic dimension
Samory Kpotufe
,
Sanjoy Dasgupta
Journal of Computer and System Sciences
78
(5), 2012, pp. 1496-1515
Two faces of active learning
Sanjoy Dasgupta
Theoretical Computer Science
412
(19), 2011, pp. 1767-1781
Random projection trees and low dimensional manifolds
Sanjoy Dasgupta
,
Yoav Freund
Proceedings of the 40th International ACM Symposium on Theory of Computing, STOC'2008 (Victoria, BC, Canada, May 17-20, 2008)
, 2008, pp. 537-546
The complexity of approximating the entropy
Tug̑kan Batu
,
Sanjoy Dasgupta
,
Ravi Kumar
,
Ronitt Rubinfeld
SIAM Journal on Computing
35
(1), 2005, pp. 132-150
Performance guarantees for hierarchical clustering
Sanjoy Dasgupta
,
Philip M. Long
Journal of Computer and System Sciences
70
(4), 2005, pp. 555-569
An efficient PAC algorithm for reconstructing a mixture of lines
Sanjoy Dasgupta
,
Elan Pavlov
,
Yoram Singer
Technical Report (2001-20), 2001