2012
68An Online Learning-based Framework for Tracking. Kamalika Chaudhuri, Yoav Freund, Daniel Hsu. CoRR (abs/1203.3471) (2012). Web SearchBibTeXDownload
67RIFFA: A Reusable Integration Framework for FPGA Accelerators. Matthew Jacobsen, Yoav Freund, Ryan Kastner. FCCM 2012, 216-219. Web SearchBibTeXDownload
66An Online Learning Approach to Occlusion Boundary Detection. Natan Jacobson, Yoav Freund, Truong Q. Nguyen. IEEE Transactions on Image Processing (21): 252-261 (2012). Web SearchBibTeXDownload
2011
65Occlusion boundary detection using an online learning framework. Natan Jacobson, Yoav Freund, Truong Q. Nguyen. ICASSP 2011, 913-916. Web SearchBibTeXDownload
2010
64Towards automated high-throughput screening of C. elegans on agar. Mayank Kabra, Annie L. Conery, Eyleen J. O'Rourke, Xin Xie, Vebjorn Ljosa, Thouis R. Jones, Frederick M. Ausubel, Gary Ruvkun, Anne E. Carpenter, Yoav Freund. CoRR (abs/1003.4287) (2010). Web SearchBibTeXDownload
63Particle Filtering on the Audio Localization Manifold. Evan Ettinger, Yoav Freund. CoRR (abs/1003.0659) (2010). Web SearchBibTeXDownload
62Learning a board Balanced Scorecard to improve corporate performance. Germßn Creamer, Yoav Freund. Decision Support Systems (49): 365-385 (2010). Web SearchBibTeXDownload
61Using Adaboost on contourlet based image deblurring for Fluid Lens Camera Systems. Jack Tzeng, Yoav Freund, Truong Nguyen. ICIP 2010, 1173-1176. Web SearchBibTeXDownload
60Data winnowing. Yoav Freund. KDD 2010, 3-4. Web SearchBibTeXDownload
59An Online Learning-based Framework for Tracking. Kamalika Chaudhuri, Yoav Freund, Daniel Hsu. UAI 2010, 101-108. Web SearchBibTeXDownload
2009
58ResBoost: characterizing and predicting catalytic residues in enzymes. Ron Alterovitz, Aaron Arvey, Sriram Sankararaman, Carolina Dallett, Yoav Freund, Kimmen Sj÷lander. BMC Bioinformatics (10) (2009). Web SearchBibTeXDownload
57A parameter-free hedging algorithm. Kamalika Chaudhuri, Yoav Freund, Daniel Hsu. CoRR (abs/0903.2851) (2009). Web SearchBibTeXDownload
56Tracking using explanation-based modeling. Kamalika Chaudhuri, Yoav Freund, Daniel Hsu. CoRR (abs/0903.2862) (2009). Web SearchBibTeXDownload
55A method for Hedging in continuous time. Yoav Freund. CoRR (abs/0904.3356) (2009). Web SearchBibTeXDownload
54Detecting, tracking and interacting with people in a public space. Sunsern Cheamanunkul, Evan Ettinger, Matt Jacobsen, Patrick Lai, Yoav Freund. ICMI 2009, 79-86. Web SearchBibTeXDownload
53Invited talk: Drifting games, boosting and online learning. Yoav Freund. ICML 2009, 162. Web SearchBibTeXDownload
52Random projection trees for vector quantization. Sanjoy Dasgupta, Yoav Freund. IEEE Transactions on Information Theory (55): 3229-3242 (2009). Web SearchBibTeXDownload
51A Parameter-free Hedging Algorithm. Kamalika Chaudhuri, Yoav Freund, Daniel Hsu. NIPS 2009, 297-305. Web SearchBibTeXDownload
2008
50A new Hedging algorithm and its application to inferring latent random variables. Yoav Freund, Daniel Hsu. CoRR (abs/0806.4802) (2008). Web SearchBibTeXDownload
49From Microscopy Images to Models of Cellular Processes. Yoav Freund. ECML/PKDD (1) 2008, 2. Web SearchBibTeXDownload
48Coordinate-free calibration of an acoustically driven camera pointing system. Evan Ettinger, Yoav Freund. ICDSC 2008, 1-9. Web SearchBibTeXDownload
47Random projection trees and low dimensional manifolds. Sanjoy Dasgupta, Yoav Freund. STOC 2008, 537-546. Web SearchBibTeXDownload
2007
46Segmentation of Nuclei on Confocal Image Stacks Using Performance Based Thresholding. William Beaver, David Kosman, Gary Tedeschi, Ethan Bier, William McGinnis, Yoav Freund. ISBI 2007, 53-56. Web SearchBibTeXDownload
45Learning the structure of manifolds using random projections. Yoav Freund, Sanjoy Dasgupta, Mayank Kabra, Nakul Verma. NIPS 2007. Web SearchBibTeXDownload
2006
44A classification-based framework for predicting and analyzing gene regulatory response. Anshul Kundaje, Manuel Middendorf, Mihir Shah, Chris Wiggins, Yoav Freund, Christina S. Leslie. BMC Bioinformatics (7) (2006). Web SearchBibTeXDownload
43Identifying metabolic enzymes with multiple types of association evidence. Peter Kharchenko, Lifeng Chen, Yoav Freund, Dennis Vitkup, George M. Church. BMC Bioinformatics (7): 177 (2006). Web SearchBibTeXDownload
2005
42Motif Discovery Through Predictive Modeling of Gene Regulation. Manuel Middendorf, Anshul Kundaje, Mihir Shah, Yoav Freund, Chris Wiggins, Christina S. Leslie. RECOMB 2005, 538-552. Web SearchBibTeXDownload
2004
41Profile-Based String Kernels for Remote Homology Detection and Motif Extraction. Rui Kuang, Eugene Ie, Ke Wang, Kai Wang, Mahira Siddiqi, Yoav Freund, Christina S. Leslie. CSB 2004, 152-160. Web SearchBibTeXDownload
40Predicting genetic regulatory response using classification. Manuel Middendorf, Anshul Kundaje, Chris Wiggins, Yoav Freund, Christina S. Leslie. ISMB/ECCB (Supplement of Bioinformatics) 2004, 232-240. Web SearchBibTeXDownload
39Predicting Genetic Regulatory Response Using Classification: Yeast Stress Response. Manuel Middendorf, Anshul Kundaje, Chris Wiggins, Yoav Freund, Christina S. Leslie. Regulatory Genomics 2004, 1-13. Web SearchBibTeXDownload
2003
38Universal Coding of Zipf Distributions. Yoav Freund, Alon Orlitsky, Prasad Santhanam, Junan Zhang. COLT 2003, 736-737. Web SearchBibTeXDownload
37Unsupervised Improvement of Visual Detectors using Co-Training. Anat Levin, Paul A. Viola, Yoav Freund. ICCV 2003, 626-633. Web SearchBibTeXDownload
36Predicting a binary sequence almost as well as the optimal biased coin. Yoav Freund. Inf. Comput. (182): 73-94 (2003). Web SearchBibTeXDownload
35An Efficient Boosting Algorithm for Combining Preferences. Yoav Freund, Raj D. Iyer, Robert E. Schapire, Yoram Singer. Journal of Machine Learning Research (4): 933-969 (2003). Web SearchBibTeXDownload
2002
34Drifting Games and Brownian Motion. Yoav Freund, Manfred Opper. J. Comput. Syst. Sci. (64): 113-132 (2002). Web SearchBibTeXDownload
33The Nonstochastic Multiarmed Bandit Problem. Peter Auer, Nicol˛ Cesa-Bianchi, Yoav Freund, Robert E. Schapire. SIAM J. Comput. (32): 48-77 (2002). Web SearchBibTeXDownload
2001
32An Adaptive Version of the Boost by Majority Algorithm. Yoav Freund. Machine Learning (43): 293-318 (2001). Web SearchBibTeXDownload
2000
31Continuous Drifting Games. Yoav Freund, Manfred Opper. COLT 2000, 126-132. Web SearchBibTeX
30Gambling in a rigged casino: The adversarial multi-armed bandit problem. Peter Auer, Nicol˛ Cesa-Bianchi, Yoav Freund, Robert E. Schapire. Electronic Colloquium on Computational Complexity (ECCC) (7) (2000). Web SearchBibTeXDownload
1999
29Estimating a Mixture of Two Product Distributions. Yoav Freund, Yishay Mansour. COLT 1999, 53-62. Web SearchBibTeXDownload
28An Adaptive Version of the Boost by Majority Algorithm. Yoav Freund. COLT 1999, 102-113. Web SearchBibTeXDownload
27The Alternating Decision Tree Learning Algorithm. Yoav Freund, Llew Mason. ICML 1999, 124-133. Cited by 181Web SearchBibTeX
26Large Margin Classification Using the Perceptron Algorithm. Yoav Freund, Robert E. Schapire. Machine Learning (37): 277-296 (1999). Web SearchBibTeXDownload
1998
25Large Margin Classification Using the Perceptron Algorithm. Yoav Freund, Robert E. Schapire. COLT 1998, 209-217. Web SearchBibTeXDownload
24Self Bounding Learning Algorithms. Yoav Freund. COLT 1998, 247-258. Web SearchBibTeXDownload
23An Efficient Boosting Algorithm for Combining Preferences. Yoav Freund, Raj D. Iyer, Robert E. Schapire, Yoram Singer. ICML 1998, 170-178. Web SearchBibTeX
1997
22Learning Under Persistent Drift. Yoav Freund, Yishay Mansour. EuroCOLT 1997, 109-118. Web SearchBibTeXDownload
21Boosting the margin: A new explanation for the effectiveness of voting methods. Robert E. Schapire, Yoav Freund, Peter Barlett, Wee Sun Lee. ICML 1997, 322-330. Web SearchBibTeX
20Efficient Learning of Typical Finite Automata from Random Walks. Yoav Freund, Michael J. Kearns, Dana Ron, Ronitt Rubinfeld, Robert E. Schapire, Linda Sellie. Inf. Comput. (138): 23-48 (1997). Web SearchBibTeXDownload
19How to use expert advice. Nicol˛ Cesa-Bianchi, Yoav Freund, David Haussler, David Haussler, Robert E. Schapire, Manfred K. Warmuth. J. ACM (44): 427-485 (1997). Web SearchBibTeXDownload
18A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting. Yoav Freund, Robert E. Schapire. J. Comput. Syst. Sci. (55): 119-139 (1997). Web SearchBibTeXDownload
17Selective Sampling Using the Query by Committee Algorithm. Yoav Freund, H. Sebastian Seung, Eli Shamir, Naftali Tishby. Machine Learning (28): 133-168 (1997). Web SearchBibTeXDownload
16Using and Combining Predictors That Specialize. Yoav Freund, Robert E. Schapire, Yoram Singer, Manfred K. Warmuth. STOC 1997, 334-343. Web SearchBibTeXDownload
1996
15Predicting a Binary Sequence Almost As Well As the Optimal Biased Coin. Yoav Freund. COLT 1996, 89-98. Web SearchBibTeXDownload
14Game Theory, On-Line Prediction and Boosting. Yoav Freund, Robert E. Schapire. COLT 1996, 325-332. Web SearchBibTeXDownload
13Experiments with a New Boosting Algorithm. Yoav Freund, Robert E. Schapire. ICML 1996, 148-156. Web SearchBibTeX
12On-line Prediction and Conversion Strategies. Nicol˛ Cesa-Bianchi, Yoav Freund, David P. Helmbold, Manfred K. Warmuth. Machine Learning (25): 71-110 (1996). Web SearchBibTeXDownload
1995
11Learning to Model Sequences Generated by Switching Distributions. Yoav Freund, Dana Ron. COLT 1995, 41-50. Web SearchBibTeXDownload
10A decision-theoretic generalization of on-line learning and an application to boosting. Yoav Freund, Robert E. Schapire. EuroCOLT 1995, 23-37. Web SearchBibTeXDownload
9Efficient Algorithms for Learning to Play Repeated Games Against Computationally Bounded Adversaries. Yoav Freund, Michael J. Kearns, Yishay Mansour, Dana Ron, Ronitt Rubinfeld, Robert E. Schapire. FOCS 1995, 332-341. Web SearchBibTeXDownload
8Gambling in a Rigged Casino: The Adversarial Multi-Arm Bandit Problem. Peter Auer, Nicol˛ Cesa-Bianchi, Yoav Freund, Robert E. Schapire. FOCS 1995, 322-331. Web SearchBibTeXDownload
7Boosting a Weak Learning Algorithm by Majority. Yoav Freund. Inf. Comput. (121): 256-285 (1995). Web SearchBibTeXDownload
1993
6How to use expert advice. Nicol˛ Cesa-Bianchi, Yoav Freund, David Haussler, David Haussler, Robert E. Schapire, Manfred K. Warmuth. STOC 1993, 382-391. Web SearchBibTeXDownload
5Efficient learning of typical finite automata from random walks. Yoav Freund, Michael J. Kearns, Dana Ron, Ronitt Rubinfeld, Robert E. Schapire, Linda Sellie. STOC 1993, 315-324. Web SearchBibTeXDownload
1992
4An Improved Boosting Algorithm and Its Implications on Learning Complexity. Yoav Freund. COLT 1992, 391-398. Web SearchBibTeXDownload
3Information, Prediction, and Query by Committee. Yoav Freund, H. Sebastian Seung, Eli Shamir, Naftali Tishby. NIPS 1992, 483-490. Web SearchBibTeXDownload
1991
2Unsupervised Learning of Distributions of Binary Vectors Using 2-Layer Networks. Yoav Freund, David Haussler. NIPS 1991, 912-919. Web SearchBibTeXDownload
1990
1Boosting a Weak Learning Algorithm by Majority. Yoav Freund. COLT 1990, 202-216. Web SearchBibTeXDownload
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References
1. ^ Computer Science Colloquium - Retrieved 2011-04-23 - details
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