Irina Rish

2008
27	EE	Irina Rish, Genady Grabarnik, Guillermo Cecchi, Francisco Pereira, Geoffrey J. Gordon: Closed-form supervised dimensionality reduction with generalized linear models. ICML 2008: 832-839
2007
26	EE	Alina Beygelzimer, Jeffrey O. Kephart, Irina Rish: Evaluation of Optimization Methods for Network Bottleneck Diagnosis. ICAC 2007: 20
25	EE	Irina Rish, Gerald Tesauro: Estimating End-to-End Performance by Collaborative Prediction with Active Sampling. Integrated Network Management 2007: 294-303
24	EE	Gaurav Chandalia, Irina Rish: Blind source separation approach to performance diagnosis and dependency discovery. Internet Measurement Comference 2007: 259-264
2006
23	EE	Aleks Jakulin, Irina Rish: Bayesian Learning of Markov Network Structure. ECML 2006: 198-209
2005
22	EE	Alina Beygelzimer, Mark Brodie, Sheng Ma, Irina Rish: Test-based diagnosis: tree and matrix representations. Integrated Network Management 2005: 529-542
21		Alina Beygelzimer, Emre Erdogan, Sheng Ma, Irina Rish: Statictical Models for Unequally Spaced Time Series. SDM 2005
20	EE	Alice X. Zheng, Irina Rish, Alina Beygelzimer: Efficient Test Selection in Active Diagnosis via Entropy Approximation. UAI 2005: 675-
2004
19	EE	Alina Beygelzimer, Geoffrey Grinstein, Ralph Linsker, Irina Rish: Improving Network Robustness. ICAC 2004: 322-323
18	EE	Irina Rish, Mark Brodie, Natalia Odintsova, Sheng Ma, Genady Grabarnik: Real-time problem determination in distributed systems using active probing. NOMS (1) 2004: 133-146
2003
17	EE	Ricardo Vilalta, Irina Rish: A Decomposition of Classes via Clustering to Explain and Improve Naive Bayes. ECML 2003: 444-455
16		Mark Brodie, Irina Rish, Sheng Ma, Natalia Odintsova: Active Probing Strategies for Problem Diagnosis in Distributed Systems. IJCAI 2003: 1337-1338
15	EE	Ramendra K. Sahoo, Adam J. Oliner, Irina Rish, Manish Gupta, José E. Moreira, Sheng Ma, Ricardo Vilalta, Anand Sivasubramaniam: Critical event prediction for proactive management in large-scale computer clusters. KDD 2003: 426-435
14	EE	Alina Beygelzimer, Irina Rish: Approximability of Probability Distributions. NIPS 2003
13	EE	Rina Dechter, Irina Rish: Mini-buckets: A general scheme for bounded inference. J. ACM 50(2): 107-153 (2003)
2002
12		Irina Rish, Mark Brodie, Sheng Ma: Accuracy vs. Efficiency Trade-offs in Probabilistic Diagnosis. AAAI/IAAI 2002: 560-566
11		Alina Beygelzimer, Irina Rish: Inference Complexity as a Model-Selection Criterion for Learning Bayesian Networks. KR 2002: 558-567
10	EE	Mark Brodie, Irina Rish, Sheng Ma: Intelligent probing: A cost-effective approach to fault diagnosis in computer networks. IBM Systems Journal 41(3): 372-385 (2002)
2001
9	EE	Ricardo Vilalta, Mark Brodie, Daniel Oblinger, Irina Rish: A Unified Framework for Evaluation Metrics in Classification Using Decision Trees. ECML 2001: 503-514
2000
8		Joseph L. Hellerstein, T. S. Jayram, Irina Rish: Recognizing End-User Transactions in Performance Management. AAAI/IAAI 2000: 596-602
7		Irina Rish, Rina Dechter: Resolution versus Search: Two Strategies for SAT. J. Autom. Reasoning 24(1/2): 225-275 (2000)
1998
6	EE	Irina Rish, Kalev Kask, Rina Dechter: Empirical Evaluation of Approximation Algorithms for Probabilistic Decoding. UAI 1998: 455-463
1997
5		Daniel Frost, Irina Rish, Lluís Vila: Summarizing CSP Hardness with Continuous Probability Distributions. AAAI/IAAI 1997: 327-333
4		Irina Rish, Daniel Frost: Statistical Analysis of Backtracking on Inconsistent CSPs. CP 1997: 150-162
3	EE	Rina Dechter, Irina Rish: A Scheme for Approximating Probabilistic Inference. UAI 1997: 132-141
1996
2		Irina Rish, Rina Dechter: To Guess or to Think? Hybrid Algorithms for SAT (Extended Abstract). CP 1996: 555-556
1994
1		Rina Dechter, Irina Rish: Directional Resolution: The Davis-Putnam Procedure, Revisited. KR 1994: 134-145

Coauthor Index

1	Alina Beygelzimer	[11] [14] [19] [20] [21] [22] [26]
2	Mark Brodie	[9] [10] [12] [16] [18] [22]
3	Guillermo Cecchi	[27]
4	Gaurav Chandalia	[24]
5	Rina Dechter	[1] [2] [3] [6] [7] [13]
6	Emre Erdogan	[21]
7	Daniel Frost	[4] [5]
8	Geoffrey J. Gordon	[27]
9	Genady Grabarnik	[18] [27]
10	Geoffrey Grinstein	[19]
11	Manish Gupta	[15]
12	Joseph L. Hellerstein	[8]
13	Aleks Jakulin	[23]
14	T. S. Jayram (Jayram S. Thathachar)	[8]
15	Kalev Kask	[6]
16	Jeffrey O. Kephart	[26]
17	Ralph Linsker	[19]
18	Sheng Ma	[10] [12] [15] [16] [18] [21] [22]
19	José E. Moreira	[15]
20	Daniel Oblinger	[9]
21	Natalia Odintsova	[16] [18]
22	Adam J. Oliner	[15]
23	Francisco Pereira	[27]
24	Ramendra K. Sahoo	[15]
25	Anand Sivasubramaniam	[15]
26	Gerald Tesauro	[25]
27	Lluís Vila	[5]
28	Ricardo Vilalta	[9] [15] [17]
29	Alice X. Zheng	[20]

Colors in the list of coauthors