Shai Fine
Shai Fine
Head of the Data Science Institute, IDC
Verified email at idc.ac.il
TitleCited byYear
The hierarchical hidden Markov model: Analysis and applications
S Fine, Y Singer, N Tishby
Machine learning 32 (1), 41-62, 1998
11231998
Efficient SVM training using low-rank kernel representations
S Fine, K Scheinberg
Journal of Machine Learning Research 2 (Dec), 243-264, 2001
7032001
Learning to estimate query difficulty: including applications to missing content detection and distributed information retrieval
E Yom-Tov, S Fine, D Carmel, A Darlow
Proceedings of the 28th annual international ACM SIGIR conference on …, 2005
2452005
Coverage directed test generation for functional verification using bayesian networks
S Fine, A Ziv
Proceedings of the 40th annual Design Automation Conference, 286-291, 2003
2352003
A hybrid GMM/SVM approach to speaker identification
S Fine, J Navratil, RA Gopinath
2001 IEEE International Conference on Acoustics, Speech, and Signal …, 2001
1742001
Distributed learning, communication complexity and privacy
MF Balcan, A Blum, S Fine, Y Mansour
Conference on Learning Theory, 26.1-26.22, 2012
1492012
Automatic churn prediction
S Fine, E Yom-Tov, Y Richter
US Patent App. 12/790,850, 2011
1112011
Agnostic classification of Markovian sequences
R El-Yaniv, S Fine, N Tishby
Advances in Neural Information Processing Systems, 465-471, 1998
691998
Merging of results in distributed information retrieval
D Carmel, A Darlow, S Fine, E Yom-Tov
US Patent 7,984,039, 2011
432011
Harnessing machine learning to improve the success rate of stimuli generation
S Fine, A Freund, I Jaeger, Y Mansour, Y Naveh, A Ziv
IEEE Transactions on Computers 55 (11), 1344-1355, 2006
422006
Discriminative feature selection via multiclass variable memory Markov model
N Slonim, G Bejerano, S Fine, N Tishby
EURASIP Journal on Applied Signal Processing 2003, 93-102, 2003
382003
Query by committee, linear separation and random walks
S Fine, R Gilad-Bachrach, E Shamir
Theoretical Computer Science 284 (1), 25-51, 2002
382002
Enhancing GMM Scores using SVM" Hints"
S Fine, J Navratil, RA Gopinath
Seventh European Conference on Speech Communication and Technology, 2001
352001
Prediction of query difficulty for a generic search engine
D Carmel, LA Darlow, S Fine, E Yom-Tov
US Patent 7,406,462, 2008
312008
Apparatus and method for coverage directed test
S Fine, M Levinger, A Ziv
US Patent 7,181,376, 2007
312007
Juru at TREC 2004: Experiments with Prediction of Query Difficulty.
E Yom-Tov, S Fine, D Carmel, A Darlow, E Amitay
TREC, 2004
262004
Probabilistic regression suites for functional verification
S Fine, S Ur, A Ziv, S Rushton
US Patent 7,865,340, 2011
25*2011
Incremental learning and selective sampling via parametric optimization framework for SVM
S Fine, K Scheinberg
Advances in neural information processing systems, 705-711, 2002
252002
Active sampling for multiple output identification
S Fine, Y Mansour
International Conference on Computational Learning Theory, 620-634, 2006
242006
Combining multiple heuristics
T Sayag, S Fine, Y Mansour
Annual Symposium on Theoretical Aspects of Computer Science, 242-253, 2006
222006
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Articles 1–20