Alina Beygelzimer

	2012
43		Alina Beygelzimer, John Langford, David Pennock: Learning Performance of Prediction Markets with Kelly Bettors CoRR abs/1201.6655: (2012)
	2011
42		Alina Beygelzimer, John Langford, Lihong Li, Lev Reyzin, Robert E. Schapire: Contextual Bandit Algorithms with Supervised Learning Guarantees. Journal of Machine Learning Research - Proceedings Track 15: 19-26 (2011)
	2010
41		Alina Beygelzimer, Daniel Hsu, John Langford, Tong Zhang: Agnostic Active Learning Without Constraints. NIPS 2010: 199-207
40		Alina Beygelzimer, John Langford, Lihong Li, Lev Reyzin, Robert E. Schapire: An Optimal High Probability Algorithm for the Contextual Bandit Problem CoRR abs/1002.4058: (2010)
39		Alina Beygelzimer, Daniel Hsu, John Langford, Tong Zhang: Agnostic Active Learning Without Constraints CoRR abs/1006.2588: (2010)
	2009
38		Alina Beygelzimer, John Langford, Pradeep D. Ravikumar: Error-Correcting Tournaments. ALT 2009: 247-262
37		Alina Beygelzimer, John Langford, Bianca Zadrozny: Tutorial summary: Reductions in machine learning. ICML 2009: 172
36		Alina Beygelzimer, Sanjoy Dasgupta, John Langford: Importance weighted active learning. ICML 2009: 7
35		Alina Beygelzimer, John Langford: The offset tree for learning with partial labels. KDD 2009: 129-138
34		Alina Beygelzimer, John Langford, Yury Lifshits, Gregory B. Sorkin, Alexander L. Strehl: Conditional Probability Tree Estimation Analysis and Algorithms. UAI 2009: 51-58
33		Alina Beygelzimer, John Langford, Pradeep D. Ravikumar: Error-Correcting Tournaments CoRR abs/0902.3176: (2009)
32		Alina Beygelzimer, John Langford, Yury Lifshits, Gregory B. Sorkin, Alexander L. Strehl: Conditional Probability Tree Estimation Analysis and Algorithms CoRR abs/0903.4217: (2009)
31		Maria-Florina Balcan, Alina Beygelzimer, John Langford: Agnostic active learning. J. Comput. Syst. Sci. 75(1): 78-89 (2009)
	2008
30		Alina Beygelzimer, Aaron Kershenbaum, Kang-Won Lee, Vasileios Pappas: The benefits of directional antennas in heterogeneouswireless ad-hoc networks. MASS 2008: 442-449
29		Mudhakar Srivatsa, Bong-Jun Ko, Alina Beygelzimer, Venkateshwara Madduri: Scalable Topology Discovery and Link State Detection Using Routing Events. SRDS 2008: 165-174
28		Alina Beygelzimer, John Langford: The Offset Tree for Learning with Partial Labels CoRR abs/0812.4044: (2008)
27		Alina Beygelzimer, Sanjoy Dasgupta, John Langford: Importance Weighted Active Learning CoRR abs/0812.4952: (2008)
26		Maria-Florina Balcan, Nikhil Bansal, Alina Beygelzimer, Don Coppersmith, John Langford, Gregory B. Sorkin: Robust reductions from ranking to classification. Machine Learning 72(1-2): 139-153 (2008)
	2007
25		Maria-Florina Balcan, Nikhil Bansal, Alina Beygelzimer, Don Coppersmith, John Langford, Gregory B. Sorkin: Robust Reductions from Ranking to Classification. COLT 2007: 604-619
24		Alina Beygelzimer, Jeffrey O. Kephart, Irina Rish: Evaluation of Optimization Methods for Network Bottleneck Diagnosis. ICAC 2007: 20
	2006
23		Maria-Florina Balcan, Alina Beygelzimer, John Langford: Agnostic active learning. ICML 2006: 65-72
22		Alina Beygelzimer, Sham Kakade, John Langford: Cover trees for nearest neighbor. ICML 2006: 97-104
	2005
21		Alina Beygelzimer, John Langford, Bianca Zadrozny: Weighted One-Against-All. AAAI 2005: 720-725
20		John Langford, Alina Beygelzimer: Sensitive Error Correcting Output Codes. COLT 2005: 158-172
19		Alina Beygelzimer, Varsha Dani, Thomas P. Hayes, John Langford, Bianca Zadrozny: Error limiting reductions between classification tasks. ICML 2005: 49-56
18		Alina Beygelzimer, Mark Brodie, Sheng Ma, Irina Rish: Test-based diagnosis: tree and matrix representations. Integrated Network Management 2005: 529-542
17		Alina Beygelzimer, Emre Erdogan, Sheng Ma, Irina Rish: Statictical Models for Unequally Spaced Time Series. SDM 2005
16		Alice X. Zheng, Irina Rish, Alina Beygelzimer: Efficient Test Selection in Active Diagnosis via Entropy Approximation. UAI 2005: 675-
15		Irina Rish, Mark Brodie, Sheng Ma, Natalia Odintsova, Alina Beygelzimer, Genady Grabarnik, Karina Hernandez: Adaptive diagnosis in distributed systems. IEEE Transactions on Neural Networks 16(5): 1088-1109 (2005)
14		Alina Beygelzimer, Mitsunori Ogihara: The enumerability of P collapses P to NC. Theor. Comput. Sci. 345(2-3): 248-259 (2005)
	2004
13		Alina Beygelzimer, Geoffrey Grinstein, Ralph Linsker, Irina Rish: Improving Network Robustness. ICAC 2004: 322-323
12		Alina Beygelzimer, Mitsunori Ogihara: The Enumerability of P Collapses P to NC. MFCS 2004: 346-355
11		Alina Beygelzimer, Varsha Dani, Thomas P. Hayes, John Langford: Reductions Between Classification Tasks Electronic Colloquium on Computational Complexity (ECCC)(077): (2004)
	2003
10		Alina Beygelzimer, Irina Rish: Approximability of Probability Distributions. NIPS 2003
9		Alina Beygelzimer, Mitsunori Ogihara: The (Non)Enumerability of the Determinant and the Rank. Theory Comput. Syst. 36(4): 359-374 (2003)
	2002
8		Alina Beygelzimer, Mitsunori Ogihara: On the Enumerability of the Determinant and the Rank. IFIP TCS 2002: 59-70
7		Alina Beygelzimer, Irina Rish: Inference Complexity as a Model-Selection Criterion for Learning Bayesian Networks. KR 2002: 558-567
6		Alina Beygelzimer, Stanislaw P. Radziszowski: On halving line arrangements. Discrete Mathematics 257(2-3): 267-283 (2002)
5		Alina Beygelzimer, Mitsunori Ogihara: On the Enumerability of the Determinant and the Rank Electronic Colloquium on Computational Complexity (ECCC)(016): (2002)
4		Alina Beygelzimer, Chang-Shing Perng, Sheng Ma: Fast ordering of large categorical datasets for visualization. Intell. Data Anal. 6(4): 379-395 (2002)
	2001
3		Alina Beygelzimer, Chang-Shing Perng, Sheng Ma: Fast ordering of large categorical datasets for better visualization. KDD 2001: 239-244
	1999
2		Alina Beygelzimer, Lane A. Hemaspaandra, Christopher M. Homan, Jörg Rothe: One-Way Functions in Worst-Case Cryptography: Algebraic and Security Properties CoRR cs.CC/9911007: (1999)
1		Alina Beygelzimer, Lane A. Hemaspaandra, Christopher M. Homan, Jörg Rothe: One-way functions in worst-case cryptography: algebraic and security properties are on the house. SIGACT News 30(4): 25-40 (1999)

Coauthor Index

1	Maria-Florina Balcan (Maria-Florina Popa)	[23] [25] [26] [31]
2	Nikhil Bansal	[25] [26]
3	Mark Brodie	[15] [18]
4	Don Coppersmith	[25] [26]
5	Varsha Dani	[11] [19]
6	Sanjoy Dasgupta	[27] [36]
7	Emre Erdogan	[17]
8	Genady Grabarnik	[15]
9	Geoffrey Grinstein	[13]
10	Thomas P. Hayes (Tom Hayes)	[11] [19]
11	Lane A. Hemaspaandra (Lane A. Hemachandra)	[1] [2]
12	Karina Hernandez	[15]
13	Christopher Homan (Christopher M. Homan)	[1] [2]
14	Daniel Hsu	[39] [41]
15	Sham M. Kakade (Sham Kakade)	[22]
16	Jeffrey O. Kephart	[24]
17	Aaron Kershenbaum	[30]
18	Bong-Jun Ko	[29]
19	John Langford	[11] [19] [20] [21] [22] [23] [25] [26] [27] [28] [31] [32] [33] [34] [35] [36] [37] [38] [39] [40] [41] [42] [43]
20	Kang-Won Lee	[30]
21	Lihong Li	[40] [42]
22	Yury Lifshits	[32] [34]
23	Ralph Linsker	[13]
24	Sheng Ma	[3] [4] [15] [17] [18]
25	Venkateshwara Madduri	[29]
26	Natalia Odintsova	[15]
27	Mitsunori Ogihara (Mitsunori Ogiwara)	[5] [8] [9] [12] [14]
28	Vasileios Pappas	[30]
29	David M. Pennock (David Pennock)	[43]
30	Chang-Shing Perng	[3] [4]
31	Stanislaw P. Radziszowski	[6]
32	Pradeep D. Ravikumar	[33] [38]
33	Lev Reyzin	[40] [42]
34	Irina Rish	[7] [10] [13] [15] [16] [17] [18] [24]
35	Jörg Rothe	[1] [2]
36	Robert E. Schapire	[40] [42]
37	Gregory B. Sorkin	[25] [26] [32] [34]
38	Mudhakar Srivatsa	[29]
39	Alexander L. Strehl	[32] [34]
40	Bianca Zadrozny	[19] [21] [37]
41	Tong Zhang	[39] [41]
42	Alice X. Zheng	[16]

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