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Avrim Blum
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Combining labeled and unlabeled data with co-training
A Blum, T Mitchell
Proceedings of the eleventh annual conference on Computational learning …, 1998
76291998
Selection of relevant features and examples in machine learning
AL Blum, P Langley
Artificial intelligence 97 (1-2), 245-271, 1997
46671997
Fast planning through planning graph analysis
AL Blum, ML Furst
Artificial intelligence 90 (1-2), 281-300, 1997
30321997
Correlation clustering
N Bansal, A Blum, S Chawla
Machine learning 56, 89-113, 2004
17772004
Training a 3-node neural network is NP-complete
A Blum, R Rivest
Advances in neural information processing systems 1, 1988
13891988
Learning from labeled and unlabeled data using graph mincuts
A Blum, S Chawla
Carnegie Mellon University, 2001
13192001
Practical privacy: the SuLQ framework
A Blum, C Dwork, F McSherry, K Nissim
Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on …, 2005
10762005
Noise-tolerant learning, the parity problem, and the statistical query model
A Blum, A Kalai, H Wasserman
Journal of the ACM (JACM) 50 (4), 506-519, 2003
8912003
A learning theory approach to noninteractive database privacy
A Blum, K Ligett, A Roth
Journal of the ACM (JACM) 60 (2), 1-25, 2013
8802013
Beating the hold-out: Bounds for k-fold and progressive cross-validation
A Blum, A Kalai, J Langford
Proceedings of the twelfth annual conference on Computational learning …, 1999
4911999
Clearing algorithms for barter exchange markets: Enabling nationwide kidney exchanges
DJ Abraham, A Blum, T Sandholm
Proceedings of the 8th ACM conference on Electronic commerce, 295-304, 2007
4542007
The minimum latency problem
A Blum, P Chalasani, D Coppersmith, B Pulleyblank, P Raghavan, ...
Proceedings of the twenty-sixth annual ACM symposium on Theory of computing …, 1994
4441994
Cryptographic primitives based on hard learning problems
A Blum, M Furst, M Kearns, RJ Lipton
Annual International Cryptology Conference, 278-291, 1993
4091993
Foundations of data science
A Blum, J Hopcroft, R Kannan
Cambridge University Press, 2020
4022020
Co-training and expansion: Towards bridging theory and practice
MF Balcan, A Blum, K Yang
Advances in neural information processing systems 17, 2004
3942004
Planning in the presence of cost functions controlled by an adversary
HB McMahan, GJ Gordon, A Blum
Proceedings of the 20th International Conference on Machine Learning (ICML …, 2003
3792003
Empirical support for winnow and weighted-majority algorithms: Results on a calendar scheduling domain
A Blum
Machine Learning 26, 5-23, 1997
3691997
On-line algorithms in machine learning
A Blum
Online algorithms: the state of the art, 306-325, 2005
3562005
Approximation algorithms for orienteering and discounted-reward TSP
A Blum, S Chawla, DR Karger, T Lane, A Meyerson, M Minkoff
SIAM Journal on Computing 37 (2), 653-670, 2007
3462007
Semi-supervised learning using randomized mincuts
A Blum, J Lafferty, MR Rwebangira, R Reddy
Proceedings of the twenty-first international conference on Machine learning, 13, 2004
3452004
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