2008 |
49 | EE | Ran El-Yaniv,
Dmitry Pechyony,
Vladimir Vapnik:
Large Margin vs. Large Volume in Transductive Learning.
ECML/PKDD (1) 2008: 9-10 |
48 | EE | Ran El-Yaniv,
Dmitry Pechyony,
Vladimir Vapnik:
Large margin vs. large volume in transductive learning.
Machine Learning 72(3): 173-188 (2008) |
47 | EE | Ran El-Yaniv,
Dmitry Pechyony,
Elad Yom-Tov:
Better multiclass classification via a margin-optimized single binary problem.
Pattern Recognition Letters 29(14): 1954-1959 (2008) |
46 | EE | Ron Begleiter,
Ran El-Yaniv,
Dmitry Pechyony:
Repairing self-confident active-transductive learners using systematic exploration.
Pattern Recognition Letters 29(9): 1245-1251 (2008) |
2007 |
45 | EE | Ran El-Yaniv,
Dmitry Pechyony:
Transductive Rademacher Complexity and Its Applications.
COLT 2007: 157-171 |
44 | EE | Igor Zingman,
Ron Meir,
Ran El-Yaniv:
Size-density spectra and their application to image classification.
Pattern Recognition 40(12): 3336-3348 (2007) |
2006 |
43 | EE | Ran El-Yaniv,
Dmitry Pechyony:
Stable Transductive Learning.
COLT 2006: 35-49 |
42 | EE | Ran El-Yaniv,
Mordechai Nisenson:
Optimal Single-Class Classification Strategies.
NIPS 2006: 377-384 |
41 | EE | Ron Begleiter,
Ran El-Yaniv:
Superior Guarantees for Sequential Prediction and Lossless Compression via Alphabet Decomposition.
Journal of Machine Learning Research 7: 379-411 (2006) |
2005 |
40 | EE | Ron Bekkerman,
Ran El-Yaniv,
Andrew McCallum:
Multi-way distributional clustering via pairwise interactions.
ICML 2005: 41-48 |
39 | EE | Itai Sharon,
Aaron Birkland,
Kuan Chang,
Ran El-Yaniv,
Golan Yona:
Correcting BLAST e-Values for Low-Complexity Segments.
Journal of Computational Biology 12(7): 980-1003 (2005) |
38 | EE | Ran El-Yaniv,
Leonid Gerzon:
Effective transductive learning via objective model selection.
Pattern Recognition Letters 26(13): 2104-2115 (2005) |
2004 |
37 | EE | Allan Borodin,
Ran El-Yaniv,
Vincent Gogan:
Can We Learn to Beat the Best Stock.
J. Artif. Intell. Res. (JAIR) 21: 579-594 (2004) |
36 | EE | Philip Derbeko,
Ran El-Yaniv,
Ron Meir:
Explicit Learning Curves for Transduction and Application to Clustering and Compression Algorithms.
J. Artif. Intell. Res. (JAIR) 22: 117-142 (2004) |
35 | EE | Ron Begleiter,
Ran El-Yaniv,
Golan Yona:
On Prediction Using Variable Order Markov Models.
J. Artif. Intell. Res. (JAIR) 22: 385-421 (2004) |
34 | EE | Yoram Baram,
Ran El-Yaniv,
Kobi Luz:
Online Choice of Active Learning Algorithms.
Journal of Machine Learning Research 5: 255-291 (2004) |
33 | EE | Rani Yaroshinsky,
Ran El-Yaniv,
Steven S. Seiden:
How to Better Use Expert Advice.
Machine Learning 55(3): 271-309 (2004) |
2003 |
32 | | Yoram Baram,
Ran El-Yaniv,
Kobi Luz:
Online Choice of Active Learning Algorithms.
ICML 2003: 19-26 |
31 | EE | Allan Borodin,
Ran El-Yaniv,
Vincent Gogan:
Can We Learn to Beat the Best Stock.
NIPS 2003 |
30 | EE | Philip Derbeko,
Ran El-Yaniv,
Ron Meir:
Error Bounds for Transductive Learning via Compression and Clustering.
NIPS 2003 |
29 | EE | Mordechai Nisenson,
Ido Yariv,
Ran El-Yaniv,
Ron Meir:
Towards Behaviometric Security Systems: Learning to Identify a Typist.
PKDD 2003: 363-374 |
28 | EE | Michael Ben-Or,
Ran El-Yaniv:
Resilient-optimal interactive consistency in constant time.
Distributed Computing 16(4): 249-262 (2003) |
27 | EE | Ron Bekkerman,
Ran El-Yaniv,
Naftali Tishby,
Yoad Winter:
Distributional Word Clusters vs. Words for Text Categorization.
Journal of Machine Learning Research 3: 1183-1208 (2003) |
2002 |
26 | EE | Philip Derbeko,
Ran El-Yaniv,
Ron Meir:
Variance Optimized Bagging.
ECML 2002: 60-71 |
25 | EE | Ran Bachrach,
Ran El-Yaniv,
M. Reinstadtler:
On the Competitive Theory and Practice of Online List Accessing Algorithms.
Algorithmica 32(2): 201-245 (2002) |
24 | EE | Shlomo Dubnov,
Ziv Bar-Joseph,
Ran El-Yaniv,
Dani Lischinski,
Michael Werman:
Synthesizing Sound Textures through Wavelet Tree Learning.
IEEE Computer Graphics and Applications 22(4): 38-48 (2002) |
23 | EE | Ziv Nevo,
Ran El-Yaniv:
On Online Learning of Decision Lists.
Journal of Machine Learning Research 3: 271-301 (2002) |
22 | | Shlomo Dubnov,
Ran El-Yaniv,
Yoram Gdalyahu,
Elad Schneidman,
Naftali Tishby,
Golan Yona:
A New Nonparametric Pairwise Clustering Algorithm Based on Iterative Estimation of Distance Profiles.
Machine Learning 47(1): 35-61 (2002) |
2001 |
21 | EE | Ran El-Yaniv,
Oren Souroujon:
Iterative Double Clustering for Unsupervised and Semi-supervised Learning.
ECML 2001: 121-132 |
20 | | Gregory Shakhnarovich,
Ran El-Yaniv,
Yoram Baram:
Smoothed Bootstrap and Statistical Data Cloning for Classifier Evaluation.
ICML 2001: 521-528 |
19 | EE | Ran El-Yaniv,
Oren Souroujon:
Iterative Double Clustering for Unsupervised and Semi-Supervised Learning.
NIPS 2001: 1025-1032 |
18 | | Ron Bekkerman,
Ran El-Yaniv,
Yoad Winter,
Naftali Tishby:
On Feature Distributional Clustering for Text Categorization.
SIGIR 2001: 146-153 |
17 | EE | Ran El-Yaniv,
Amos Fiat,
Richard M. Karp,
G. Turpin:
Optimal Search and One-Way Trading Online Algorithms.
Algorithmica 30(1): 101-139 (2001) |
16 | EE | Ziv Bar-Joseph,
Ran El-Yaniv,
Dani Lischinski,
Michael Werman:
Texture Mixing and Texture Movie Synthesis Using Statistical Learning.
IEEE Trans. Vis. Comput. Graph. 7(2): 120-135 (2001) |
2000 |
15 | | Ron Meir,
Ran El-Yaniv,
Shai Ben-David:
Localized Boosting.
COLT 2000: 190-199 |
14 | | Allan Borodin,
Ran El-Yaniv,
Vincent Gogan:
On the Competitive Theory and Practice of Portfolio Selection (Extended Abstract).
LATIN 2000: 173-196 |
1999 |
13 | EE | Ran El-Yaniv,
R. Kaniel,
Nathan Linial:
Competitive Optimal On-Line Leasing.
Algorithmica 25(1): 116-140 (1999) |
12 | | Allan Borodin,
Ran El-Yaniv:
On Randomization in On-Line Computation.
Inf. Comput. 150(2): 244-267 (1999) |
1998 |
11 | EE | Ran El-Yaniv:
Competitive Solutions for Online Financial Prob.
ACM Comput. Surv. 30(1): 28-69 (1998) |
1997 |
10 | EE | Allan Borodin,
Ran El-Yaniv:
On Ranomization in Online Computation.
IEEE Conference on Computational Complexity 1997: 226-238 |
9 | | Ran El-Yaniv,
Shai Fine,
Naftali Tishby:
Agnostic Classification of Markovian Sequences.
NIPS 1997 |
8 | | Ran Bachrach,
Ran El-Yaniv:
Online List Accessing Algorithms and Their Applications: Recent Empirical Evidence.
SODA 1997: 53-62 |
1996 |
7 | | Ran El-Yaniv:
Competitive Solutions for On-line Financial Problems.
Online Algorithms 1996: 326-372 |
1995 |
6 | | Andrew Chou,
Jeremy R. Cooperstock,
Ran El-Yaniv,
Michael Klugerman,
Frank Thomson Leighton:
The Statistical Adversary Allows Optimal Money-Making Trading Strategies.
SODA 1995: 467-476 |
5 | EE | Ran El-Yaniv,
Jon M. Kleinberg:
Geometric Two-Server Algorithms.
Inf. Process. Lett. 53(6): 355-358 (1995) |
1993 |
4 | | Ran El-Yaniv,
Richard M. Karp:
The Mortgage Problem.
ISTCS 1993: 304-312 |
1992 |
3 | | Ran El-Yaniv,
Amos Fiat,
Richard M. Karp,
G. Turpin:
Competitive Analysis of Financial Games
FOCS 1992: 327-333 |
2 | | Efthymios Anagnostou,
Ran El-Yaniv,
Vassos Hadzilacos:
Memory Adaptive Self-Stabilizing Protocols (Extended Abstract).
WDAG 1992: 203-220 |
1991 |
1 | | Efthymios Anagnostou,
Ran El-Yaniv:
More on the Power of Random Walks: Uniform Self-Stabilizing Randomized Algorithms (Preliminary Report).
WDAG 1991: 31-51 |