| 2012 |
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| 68 | An Online Learning-based Framework for Tracking. Kamalika Chaudhuri, Yoav Freund, Daniel Hsu. CoRR (abs/1203.3471) (2012). Web SearchBibTeXDownload |
| 67 | RIFFA: A Reusable Integration Framework for FPGA Accelerators. Matthew Jacobsen, Yoav Freund, Ryan Kastner. FCCM 2012, 216-219. Web SearchBibTeXDownload |
| 66 | An 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 |
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| 65 | Occlusion boundary detection using an online learning framework. Natan Jacobson, Yoav Freund, Truong Q. Nguyen. ICASSP 2011, 913-916. Web SearchBibTeXDownload |
| 2010 |
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| 64 | Towards 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 |
| 63 | Particle Filtering on the Audio Localization Manifold. Evan Ettinger, Yoav Freund. CoRR (abs/1003.0659) (2010). Web SearchBibTeXDownload |
| 62 | Learning a board Balanced Scorecard to improve corporate performance. Germán Creamer, Yoav Freund. Decision Support Systems (49): 365-385 (2010). Web SearchBibTeXDownload |
| 61 | Using Adaboost on contourlet based image deblurring for Fluid Lens Camera Systems. Jack Tzeng, Yoav Freund, Truong Nguyen. ICIP 2010, 1173-1176. Web SearchBibTeXDownload |
| 60 | Data winnowing. Yoav Freund. KDD 2010, 3-4. Web SearchBibTeXDownload |
| 59 | An Online Learning-based Framework for Tracking. Kamalika Chaudhuri, Yoav Freund, Daniel Hsu. UAI 2010, 101-108. Web SearchBibTeXDownload |
| 2009 |
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| 58 | ResBoost: characterizing and predicting catalytic residues in enzymes. Ron Alterovitz, Aaron Arvey, Sriram Sankararaman, Carolina Dallett, Yoav Freund, Kimmen Sjölander. BMC Bioinformatics (10) (2009). Web SearchBibTeXDownload |
| 57 | A parameter-free hedging algorithm. Kamalika Chaudhuri, Yoav Freund, Daniel Hsu. CoRR (abs/0903.2851) (2009). Web SearchBibTeXDownload |
| 56 | Tracking using explanation-based modeling. Kamalika Chaudhuri, Yoav Freund, Daniel Hsu. CoRR (abs/0903.2862) (2009). Web SearchBibTeXDownload |
| 55 | A method for Hedging in continuous time. Yoav Freund. CoRR (abs/0904.3356) (2009). Web SearchBibTeXDownload |
| 54 | Detecting, 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 |
| 53 | Invited talk: Drifting games, boosting and online learning. Yoav Freund. ICML 2009, 162. Web SearchBibTeXDownload |
| 52 | Random projection trees for vector quantization. Sanjoy Dasgupta, Yoav Freund. IEEE Transactions on Information Theory (55): 3229-3242 (2009). Web SearchBibTeXDownload |
| 51 | A Parameter-free Hedging Algorithm. Kamalika Chaudhuri, Yoav Freund, Daniel Hsu. NIPS 2009, 297-305. Web SearchBibTeXDownload |
| 2008 |
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| 50 | A new Hedging algorithm and its application to inferring latent random variables. Yoav Freund, Daniel Hsu. CoRR (abs/0806.4802) (2008). Web SearchBibTeXDownload |
| 49 | From Microscopy Images to Models of Cellular Processes. Yoav Freund. ECML/PKDD (1) 2008, 2. Web SearchBibTeXDownload |
| 48 | Coordinate-free calibration of an acoustically driven camera pointing system. Evan Ettinger, Yoav Freund. ICDSC 2008, 1-9. Web SearchBibTeXDownload |
| 47 | Random projection trees and low dimensional manifolds. Sanjoy Dasgupta, Yoav Freund. STOC 2008, 537-546. Web SearchBibTeXDownload |
| 2007 |
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| 46 | Segmentation 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 |
| 45 | Learning the structure of manifolds using random projections. Yoav Freund, Sanjoy Dasgupta, Mayank Kabra, Nakul Verma. NIPS 2007. Web SearchBibTeXDownload |
| 2006 |
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| 44 | A 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 |
| 43 | Identifying 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 |
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| 42 | Motif 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 |
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| 41 | Profile-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 |
| 40 | Predicting 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 |
| 39 | Predicting 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 |
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| 38 | Universal Coding of Zipf Distributions. Yoav Freund, Alon Orlitsky, Prasad Santhanam, Junan Zhang. COLT 2003, 736-737. Web SearchBibTeXDownload |
| 37 | Unsupervised Improvement of Visual Detectors using Co-Training. Anat Levin, Paul A. Viola, Yoav Freund. ICCV 2003, 626-633. Web SearchBibTeXDownload |
| 36 | Predicting a binary sequence almost as well as the optimal biased coin. Yoav Freund. Inf. Comput. (182): 73-94 (2003). Web SearchBibTeXDownload |
| 35 | An 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 |
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| 34 | Drifting Games and Brownian Motion. Yoav Freund, Manfred Opper. J. Comput. Syst. Sci. (64): 113-132 (2002). Web SearchBibTeXDownload |
| 33 | The Nonstochastic Multiarmed Bandit Problem. Peter Auer, Nicolò Cesa-Bianchi, Yoav Freund, Robert E. Schapire. SIAM J. Comput. (32): 48-77 (2002). Web SearchBibTeXDownload |
| 2001 |
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| 32 | An Adaptive Version of the Boost by Majority Algorithm. Yoav Freund. Machine Learning (43): 293-318 (2001). Web SearchBibTeXDownload |
| 2000 |
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| 31 | Continuous Drifting Games. Yoav Freund, Manfred Opper. COLT 2000, 126-132. Web SearchBibTeX |
| 30 | Gambling in a rigged casino: The adversarial multi-armed bandit problem. Peter Auer, Nicolò Cesa-Bianchi, Yoav Freund, Robert E. Schapire. Electronic Colloquium on Computational Complexity (ECCC) (7) (2000). Web SearchBibTeXDownload |
| 1999 |
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| 29 | Estimating a Mixture of Two Product Distributions. Yoav Freund, Yishay Mansour. COLT 1999, 53-62. Web SearchBibTeXDownload |
| 28 | An Adaptive Version of the Boost by Majority Algorithm. Yoav Freund. COLT 1999, 102-113. Web SearchBibTeXDownload |
| 27 | The Alternating Decision Tree Learning Algorithm. Yoav Freund, Llew Mason. ICML 1999, 124-133. Cited by 181Web SearchBibTeX |
| 26 | Large Margin Classification Using the Perceptron Algorithm. Yoav Freund, Robert E. Schapire. Machine Learning (37): 277-296 (1999). Web SearchBibTeXDownload |
| 1998 |
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| 25 | Large Margin Classification Using the Perceptron Algorithm. Yoav Freund, Robert E. Schapire. COLT 1998, 209-217. Web SearchBibTeXDownload |
| 24 | Self Bounding Learning Algorithms. Yoav Freund. COLT 1998, 247-258. Web SearchBibTeXDownload |
| 23 | An Efficient Boosting Algorithm for Combining Preferences. Yoav Freund, Raj D. Iyer, Robert E. Schapire, Yoram Singer. ICML 1998, 170-178. Web SearchBibTeX |
| 1997 |
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| 22 | Learning Under Persistent Drift. Yoav Freund, Yishay Mansour. EuroCOLT 1997, 109-118. Web SearchBibTeXDownload |
| 21 | Boosting 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 |
| 20 | Efficient 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 |
| 19 | How to use expert advice. Nicolò Cesa-Bianchi, Yoav Freund, David Haussler, David Haussler, Robert E. Schapire, Manfred K. Warmuth. J. ACM (44): 427-485 (1997). Web SearchBibTeXDownload |
| 18 | A 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 |
| 17 | Selective Sampling Using the Query by Committee Algorithm. Yoav Freund, H. Sebastian Seung, Eli Shamir, Naftali Tishby. Machine Learning (28): 133-168 (1997). Web SearchBibTeXDownload |
| 16 | Using and Combining Predictors That Specialize. Yoav Freund, Robert E. Schapire, Yoram Singer, Manfred K. Warmuth. STOC 1997, 334-343. Web SearchBibTeXDownload |
| 1996 |
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| 15 | Predicting a Binary Sequence Almost As Well As the Optimal Biased Coin. Yoav Freund. COLT 1996, 89-98. Web SearchBibTeXDownload |
| 14 | Game Theory, On-Line Prediction and Boosting. Yoav Freund, Robert E. Schapire. COLT 1996, 325-332. Web SearchBibTeXDownload |
| 13 | Experiments with a New Boosting Algorithm. Yoav Freund, Robert E. Schapire. ICML 1996, 148-156. Web SearchBibTeX |
| 12 | On-line Prediction and Conversion Strategies. Nicolò Cesa-Bianchi, Yoav Freund, David P. Helmbold, Manfred K. Warmuth. Machine Learning (25): 71-110 (1996). Web SearchBibTeXDownload |
| 1995 |
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| 11 | Learning to Model Sequences Generated by Switching Distributions. Yoav Freund, Dana Ron. COLT 1995, 41-50. Web SearchBibTeXDownload |
| 10 | A decision-theoretic generalization of on-line learning and an application to boosting. Yoav Freund, Robert E. Schapire. EuroCOLT 1995, 23-37. Web SearchBibTeXDownload |
| 9 | Efficient 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 |
| 8 | Gambling in a Rigged Casino: The Adversarial Multi-Arm Bandit Problem. Peter Auer, Nicolò Cesa-Bianchi, Yoav Freund, Robert E. Schapire. FOCS 1995, 322-331. Web SearchBibTeXDownload |
| 7 | Boosting a Weak Learning Algorithm by Majority. Yoav Freund. Inf. Comput. (121): 256-285 (1995). Web SearchBibTeXDownload |
| 1993 |
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| 6 | How to use expert advice. Nicolò Cesa-Bianchi, Yoav Freund, David Haussler, David Haussler, Robert E. Schapire, Manfred K. Warmuth. STOC 1993, 382-391. Web SearchBibTeXDownload |
| 5 | Efficient 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 |
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| 4 | An Improved Boosting Algorithm and Its Implications on Learning Complexity. Yoav Freund. COLT 1992, 391-398. Web SearchBibTeXDownload |
| 3 | Information, Prediction, and Query by Committee. Yoav Freund, H. Sebastian Seung, Eli Shamir, Naftali Tishby. NIPS 1992, 483-490. Web SearchBibTeXDownload |
| 1991 |
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| 2 | Unsupervised Learning of Distributions of Binary Vectors Using 2-Layer Networks. Yoav Freund, David Haussler. NIPS 1991, 912-919. Web SearchBibTeXDownload |
| 1990 |
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| 1 | Boosting a Weak Learning Algorithm by Majority. Yoav Freund. COLT 1990, 202-216. Web SearchBibTeXDownload |
