Dean P. Foster

Department of Statistics, University of Pennsylvania

	2012
34		Dean P. Foster, Jordan Rodu, Lyle H. Ungar: Spectral dimensionality reduction for HMMs CoRR abs/1203.6130: (2012)
33		Animashree Anandkumar, Dean P. Foster, Daniel Hsu, Sham M. Kakade, Yi-Kai Liu: Two SVDs Suffice: Spectral decompositions for probabilistic topic modeling and latent Dirichlet allocation CoRR abs/1204.6703: (2012)
32		Dean P. Foster, Alexander Rakhlin: No Internal Regret via Neighborhood Watch. Journal of Machine Learning Research - Proceedings Track 22: 382-390 (2012)
31		Ruslan Salakhutdinov, Sham M. Kakade, Dean P. Foster: Domain Adaptation: A Small Sample Statistical Approach. Journal of Machine Learning Research - Proceedings Track 22: 960-968 (2012)
	2011
30		Alekh Agarwal, Dean P. Foster, Daniel Hsu, Sham M. Kakade, Alexander Rakhlin: Stochastic convex optimization with bandit feedback. NIPS 2011: 1035-1043
29		Paramveer S. Dhillon, Dean P. Foster, Lyle H. Ungar: Multi-View Learning of Word Embeddings via CCA. NIPS 2011: 199-207
28		Dean P. Foster, Sham M. Kakade, Ruslan Salakhutdinov: Domain Adaptation: Overfitting and Small Sample Statistics CoRR abs/1105.0857: (2011)
27		Alekh Agarwal, Dean P. Foster, Daniel Hsu, Sham M. Kakade, Alexander Rakhlin: Stochastic convex optimization with bandit feedback CoRR abs/1107.1744: (2011)
26		Dean P. Foster, Alexander Rakhlin: No Internal Regret via Neighborhood Watch CoRR abs/1108.6088: (2011)
25		Paramveer S. Dhillon, Dean P. Foster, Lyle H. Ungar: Minimum Description Length Penalization for Group and Multi-Task Sparse Learning. Journal of Machine Learning Research 12: 525-564 (2011)
24		John Blitzer, Sham Kakade, Dean P. Foster: Domain Adaptation with Coupled Subspaces. Journal of Machine Learning Research - Proceedings Track 15: 173-181 (2011)
23		Dean P. Foster, Alexander Rakhlin, Karthik Sridharan, Ambuj Tewari: Complexity-Based Approach to Calibration with Checking Rules. Journal of Machine Learning Research - Proceedings Track 19: 293-314 (2011)
	2010
22		Rushin Shah, Paramveer S. Dhillon, Mark Liberman, Dean P. Foster, Mohamed Maamouri, Lyle H. Ungar: A New Approach to Lexical Disambiguation of Arabic Text. EMNLP 2010: 725-735
21		Paramveer S. Dhillon, Dean P. Foster, Lyle H. Ungar: Feature Selection using Multiple Streams. Journal of Machine Learning Research - Proceedings Track 9: 153-160 (2010)
	2009
20		Paramveer S. Dhillon, Brian Tomasik, Dean P. Foster, Lyle H. Ungar: Multi-task Feature Selection Using the Multiple Inclusion Criterion (MIC). ECML/PKDD (1) 2009: 276-289
19		Dongyu Lin, Dean P. Foster: VIF Regression: A Fast Regression Algorithm for Large Data. ICDM 2009: 848-853
18		Paramveer S. Dhillon, Dean P. Foster, Lyle H. Ungar: Transfer Learning Using Feature Selection CoRR abs/0905.4022: (2009)
17		Martha J. Farah, M. Elizabeth Smith, Cyrena Gawuga, Dennis Lindsell, Dean P. Foster: Brain Imaging and Brain Privacy: A Realistic Concern? J. Cognitive Neuroscience 21(1): 119-127 (2009)
	2008
16		Paramveer S. Dhillon, Dean P. Foster, Lyle H. Ungar: Efficient Feature Selection in the Presence of Multiple Feature Classes. ICDM 2008: 779-784
15		Matthias W. Seeger, Sham M. Kakade, Dean P. Foster: Information Consistency of Nonparametric Gaussian Process Methods. IEEE Transactions on Information Theory 54(5): 2376-2382 (2008)
14		Sham M. Kakade, Dean P. Foster: Deterministic calibration and Nash equilibrium. J. Comput. Syst. Sci. 74(1): 115-130 (2008)
	2007
13		Sham M. Kakade, Dean P. Foster: Multi-view Regression Via Canonical Correlation Analysis. COLT 2007: 82-96
	2006
12		Jing Zhou, Dean P. Foster, Robert A. Stine, Lyle H. Ungar: Streamwise Feature Selection. Journal of Machine Learning Research 7: 1861-1885 (2006)
	2005
11		Jing Zhou, Dean P. Foster, Robert A. Stine, Lyle H. Ungar: Streaming feature selection using alpha-investing. KDD 2005: 384-393
10		Sham M. Kakade, Matthias Seeger, Dean P. Foster: Worst-Case Bounds for Gaussian Process Models. NIPS 2005
	2004
9		Sham Kakade, Dean P. Foster: Deterministic Calibration and Nash Equilibrium. COLT 2004: 33-48
	2003
8		Dean P. Foster, H. Peyton Young: Learning, hypothesis testing, and Nash equilibrium. Games and Economic Behavior 45(1): 73-96 (2003)
	2002
7		Dean P. Foster, Robert A. Stine, Abraham J. Wyner: Universal codes for finite sequences of integers drawn from a monotone distribution. IEEE Transactions on Information Theory 48(6): 1713-1720 (2002)
	1999
6		Dean P. Foster, Robert A. Stine: Local Asymptotic Coding and the Minimum Description Length. IEEE Transactions on Information Theory 45(4): 1289-1293 (1999)
	1998
5		David C. Parkes, Lyle H. Ungar, Dean P. Foster: Accounting for Cognitive Costs in On-Line Auction Design. AMET 1998: 25-40
4		Amos Fiat, Dean P. Foster, Howard J. Karloff, Yuval Rabani, Yiftach Ravid, Sundar Vishwanathan: Competitive Algorithms for Layered Graph Traversal. SIAM J. Comput. 28(2): 447-462 (1998)
	1997
3		Dale Schuurmans, Lyle H. Ungar, Dean P. Foster: Characterizing the generalization performance of model selection strategies. ICML 1997: 340-348
	1991
2		Amos Fiat, Dean P. Foster, Howard J. Karloff, Yuval Rabani, Yiftach Ravid, Sundar Vishwanathan: Competitive Algorithms for Layered Graph Traversal FOCS 1991: 288-297
	1989
1		Dean P. Foster, Rakesh Vohra: Probabilistic Analysis of a Heuristics for the Dual Bin Packing Problem. Inf. Process. Lett. 31(6): 287-290 (1989)

Coauthor Index

1	Alekh Agarwal	[27] [30]
2	Animashree Anandkumar	[33]
3	John Blitzer (John C. Blitzer)	[24]
4	Paramveer S. Dhillon	[16] [18] [20] [21] [22] [25] [29]
5	Martha J. Farah	[17]
6	Amos Fiat	[2] [4]
7	Cyrena Gawuga	[17]
8	Daniel Hsu	[27] [30] [33]
9	Sham M. Kakade (Sham Kakade)	[9] [10] [13] [14] [15] [24] [27] [28] [30] [31] [33]
10	Howard J. Karloff	[2] [4]
11	Mark Liberman	[22]
12	Dongyu Lin	[19]
13	Dennis Lindsell	[17]
14	Yi-Kai Liu	[33]
15	Mohamed Maamouri	[22]
16	David C. Parkes	[5]
17	Yuval Rabani	[2] [4]
18	Alexander Rakhlin	[23] [26] [27] [30] [32]
19	Yiftach Ravid	[2] [4]
20	Jordan Rodu	[34]
21	Ruslan Salakhutdinov	[28] [31]
22	Dale Schuurmans	[3]
23	Matthias W. Seeger (Matthias Seeger)	[10] [15]
24	Rushin Shah	[22]
25	M. Elizabeth Smith	[17]
26	Karthik Sridharan	[23]
27	Robert A. Stine	[6] [7] [11] [12]
28	Ambuj Tewari	[23]
29	Brian Tomasik	[20]
30	Lyle H. Ungar	[3] [5] [11] [12] [16] [18] [20] [21] [22] [25] [29] [34]
31	Sundar Vishwanathan	[2] [4]
32	Rakesh V. Vohra (Rakesh Vohra)	[1]
33	Abraham J. Wyner	[7]
34	H. Peyton Young	[8]
35	Jing Zhou	[11] [12]

Colors in the list of coauthors

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