Yoav Freund

发表

Boosting a weak learning algorithm by majority

Yoav Freund, Y. Freund, 1995, COLT '90.

Yoav Freund, Robert E. Schapire, 2012, Encyclopedia of Social Network Analysis and Mining. 2nd Ed..

RIFFA: A Reusable Integration Framework for FPGA Accelerators

Yoav Freund, Ryan Kastner, Matthew Jacobsen, 2012, 2012 IEEE 20th International Symposium on Field-Programmable Custom Computing Machines.

Random projection trees for vector quantization

Sanjoy Dasgupta, Yoav Freund, Y. Freund, 2008, 2008 46th Annual Allerton Conference on Communication, Control, and Computing.

An active texture-based digital atlas enables automated mapping of structures and markers across brains

Yoav Freund, David Kleinfeld, Yuncong Chen, 2019, Nature Methods.

Tell Me Something New: A New Framework for Asynchronous Parallel Learning pdf

Yoav Freund, Julaiti Alafate, 2018, ArXiv.

Using AdaBoost to Minimize Training Error

Yoav Freund, Robert E. Schapire, Y. Freund, 2012 .

Co-adaptation in a Handwriting Recognition System

Yoav Freund, Sunsern Cheamanunkul, Y. Freund, 2014, 2018 15th International Joint Conference on Computer Science and Software Engineering (JCSSE).

Non-Convex Boosting Overcomes Random Label Noise pdf

Yoav Freund, Sunsern Cheamanunkul, Evan Ettinger, 2014, ArXiv.

A system for sending the right hint at the right time

Yoav Freund, Matthew Elkherj, 2014, L@S.

Game theory, on-line prediction and boosting

Yoav Freund, Robert E. Schapire, Y. Freund, 1996, COLT '96.

Predicting genetic regulatory response using classification

Yoav Freund, Chris Wiggins, Anshul Kundaje, 2004, ISMB/ECCB.

ALT 2008. 19th international conference on algorithmic learning theory. Budapest, 2008. (Lecture notes in artificial intelligence 5254.)

Yoav Freund, László Györfi, Thomas Zeugmann, 2008 .

An adaptive nearest neighbor rule for classification

Shay Moran, Sanjoy Dasgupta, Yoav Freund, 2019, NeurIPS.

Optimally Efficient Boosting

Yoav Freund, Robert E. Schapire, 2012 .

Discussion of the paper "Arcing Classifiers" by Leo Breiman

Yoav Freund, Robert E. Schapire, Y. Freund, 1998 .

Boosting in Continuous Time

Yoav Freund, Robert E. Schapire, Y. Freund, 2012 .

Scalable Semi-Supervised Classifier Aggregation pdf

Yoav Freund, Akshay Balsubramani, 2015, ArXiv.

Continuous Drifting Games

Yoav Freund, Manfred Opper, 2000, COLT.

Robust Landmark Detection for Alignment of Mouse Brain Section Images pdf

Yoav Freund, David Kleinfeld, Yuncong Chen, 2018, ArXiv.

Boosting: Foundations and Algorithms

Yoav Freund, Robert E. Schapire, Y. Freund, 2012 .

Unsupervised improvement of visual detectors using cotraining

Paul A. Viola, Yoav Freund, Anat Levin, 2003, Proceedings Ninth IEEE International Conference on Computer Vision.

Detecting, tracking and interacting with people in a public space

Yoav Freund, Matthew Jacobsen, Sunsern Cheamanunkul, 2009, ICMI-MLMI '09.

Random projection trees and low dimensional manifolds

Sanjoy Dasgupta, Yoav Freund, Y. Freund, 2008, STOC.

Proceedings of the Tenth Annual Conference on Computational Learning Theory, COLT 1997, Nashville, Tennessee, USA, July 6-9, 1997

Yoav Freund, Robert E. Schapire, Y. Freund, 1997, COLT.

Optimal Binary Classifier Aggregation for General Losses

Yoav Freund, Akshay Balsubramani, Y. Freund, 2015, NIPS.

Experiments with a New Boosting Algorithm

Yoav Freund, Robert E. Schapire, Y. Freund, 1996, ICML.

Towards automated high-throughput screening of C. elegans on agar pdf

Yoav Freund, Anne E Carpenter, Anne E. Carpenter, 2010, ArXiv.

Gambling in a rigged casino: The adversarial multi-armed bandit problem

Nicolò Cesa-Bianchi, Peter Auer, Yoav Freund, 1995, Proceedings of IEEE 36th Annual Foundations of Computer Science.

Selective Sampling Using the Query by Committee Algorithm

H. Sebastian Seung, Yoav Freund, Naftali Tishby, 1997, Machine Learning.

Improving FPGA accelerated tracking with multiple online trained classifiers

Yoav Freund, Ryan Kastner, Matthew Jacobsen, 2014, 2014 24th International Conference on Field Programmable Logic and Applications (FPL).

Combining Databases and Signal Processing in Plato

Yannis Papakonstantinou, Yoav Freund, Yannis Katsis, 2015, CIDR.

An Efficient Boosting Algorithm for Combining Preferences by

Yoram Singer, Yoav Freund, Robert E. Schapire, 2013 .

Learning to model sequences generated by switching distributions

Dana Ron, Yoav Freund, Y. Freund, 1995, COLT '95.

An Online Learning Approach to Occlusion Boundary Detection

Truong Q. Nguyen, Yoav Freund, Natan Jacobson, 2012, IEEE Transactions on Image Processing.

Universal Coding of Zipf Distributions

Alon Orlitsky, Yoav Freund, Junan Zhang, 2003, COLT.

The Alternating Decision Tree Learning Algorithm

Yoav Freund, Llew Mason, Y. Freund, 1999, ICML.

From Microscopy Images to Models of Cellular Processes

Yoav Freund, 2008, ECML/PKDD.

Profile-based string kernels for remote homology detection and motif extraction.

Ke Wang, Yoav Freund, Rui Kuang, 2005, Journal of bioinformatics and computational biology.

Particle Filtering on the Audio Localization Manifold pdf

Yoav Freund, Evan Ettinger, Y. Freund, 2010, ArXiv.

Application of Alternating Decision Trees in Selecting Sparse Linear Solvers

Victor Eijkhout, Erika Fuentes, Sanjukta Bhowmick, 2010, Software Automatic Tuning, From Concepts to State-of-the-Art Results.

Algorithmic Learning Theory, 19th International Conference, ALT 2008, Budapest, Hungary, October 13-16, 2008. Proceedings

Yoav Freund, 2008, ALT.

Estimating a mixture of two product distributions

Yishay Mansour, Yoav Freund, Y. Mansour, 1999, COLT '99.

Improved kNN Rule for Small Training Sets

Yoav Freund, Sunsern Cheamanunkul, 2014, 2014 13th International Conference on Machine Learning and Applications.

Faster Boosting with Smaller Memory

Yoav Freund, Julaiti Alafate, Y. Freund, 2019, NeurIPS.

Efficient algorithms for learning to play repeated games against computationally bounded adversaries

Ronitt Rubinfeld, Dana Ron, Yishay Mansour, 1995, Proceedings of IEEE 36th Annual Foundations of Computer Science.

Learning a Board Balanced Scorecard to Improve Corporate Performance

Yoav Freund, Germán Creamer, Germán G. Creamer, 2010, Decis. Support Syst..

A classification-based framework for predicting and analyzing gene regulatory response

Yoav Freund, Chris Wiggins, Anshul Kundaje, 2006, BMC Bioinformatics.

A decision-theoretic generalization of on-line learning and an application to boosting

Yoav Freund, Robert E. Schapire, Y. Freund, 1997, EuroCOLT.

An improved boosting algorithm and its implications on learning complexity

Yoav Freund, Y. Freund, 1992, COLT '92.

Using and combining predictors that specialize

Yoram Singer, Yoav Freund, Manfred K. Warmuth, 1997, STOC '97.

Multiclass Classification Problems

Yoav Freund, Robert E. Schapire, Y. Freund, 2012 .

Efficient Learning of Typical Finite Automata from Random Walks

Ronitt Rubinfeld, Dana Ron, Linda Sellie, 1997, Inf. Comput..

Motif Discovery Through Predictive Modeling of Gene Regulation

Yoav Freund, Chris Wiggins, Anshul Kundaje, 2005, RECOMB.

Unsupervised learning of distributions on binary vectors using two layer networks

David Haussler, Yoav Freund, Y. Freund, 1991, NIPS 1991.

An Online Learning-based Framework for Tracking

Yoav Freund, Kamalika Chaudhuri, Daniel J. Hsu, 2010, UAI.

How to use expert advice

David Haussler, Yoav Freund, Manfred K. Warmuth, 1993, STOC.

Large Margin Classification Using the Perceptron Algorithm

Yoav Freund, Robert E. Schapire, Y. Freund, 1998, COLT.

Automated trading with boosting and expert weighting

Yoav Freund, Germán G. Creamer, Y. Freund, 2010 .

Muffled Semi-Supervised Learning pdf

Yoav Freund, Akshay Balsubramani, Y. Freund, 2016, ArXiv.

Data filtering and distribution modeling algorithms for machine learning

Yoav Freund, Y. Freund, 1993 .

Using Confidence-Rated Weak Predictions

Yoav Freund, Robert E. Schapire, 2012 .

Image-based crystal detection: a machine-learning approach

Yoav Freund, Roy Liu, Glen Spraggon, 2008, Acta crystallographica. Section D, Biological crystallography.

Predicting Genetic Regulatory Response Using Classification: Yeast Stress Response

Yoav Freund, Chris Wiggins, Anshul Kundaje, 2004, Regulatory Genomics.

Using Adaboost on contourlet based image deblurring for Fluid Lens Camera Systems

Yoav Freund, Truong Nguyen, Jack Tzeng, 2010, 2010 IEEE International Conference on Image Processing.

Profile-based string kernels for remote homology detection and motif extraction

Ke Wang, Kai Wang, Yoav Freund, 2004, Proceedings. 2004 IEEE Computational Systems Bioinformatics Conference, 2004. CSB 2004..

Aggregating Binary Classifiers Optimally with General Losses

Yoav Freund, Akshay Balsubramani, Y. Freund, 2015 .

Invited talk: Drifting games, boosting and online learning

Yoav Freund, Y. Freund, 2009, International Conference on Machine Learning.

Optimally Combining Classifiers Using Unlabeled Data pdf

Yoav Freund, Akshay Balsubramani, Y. Freund, 2015, COLT.

Data winnowing

Yoav Freund, 2010, KDD '10.

Identifying metabolic enzymes with multiple types of association evidence

Yoav Freund, Lifeng Chen, George M. Church, 2006, BMC Bioinformatics.

PAC-Bayes with Minimax for Confidence-Rated Transduction pdf

Yoav Freund, Akshay Balsubramani, Y. Freund, 2015, ArXiv.

Predicting a binary sequence almost as well as the optimal biased coin

Yoav Freund, 2003, Inf. Comput..

SEGMENTATION OF NUCLEI IN CONFOCAL IMAGE STACKS USING PERFORMANCE BASED THRESHOLDING

Yoav Freund, William McGinnis, David Kosman, 2007, 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Drifting Games and Brownian Motion

Yoav Freund, Manfred Opper, Y. Freund, 2002, J. Comput. Syst. Sci..

The Nonstochastic Multiarmed Bandit Problem

Peter Auer, Yoav Freund, Robert E. Schapire, 2002, SIAM J. Comput..

Minimax Binary Classifier Aggregation with General Losses pdf

Yoav Freund, Akshay Balsubramani, 2015, ArXiv.

Non-Adaptive Algorithms For The Write-All Problem

Yoav Freund, Y. Freund, 2010 .

ResBoost: characterizing and predicting catalytic residues in enzymes

Yoav Freund, Ron Alterovitz, Kimmen Sjölander, 2009, BMC Bioinformatics.

Learning the structure of manifolds using random projections

Sanjoy Dasgupta, Yoav Freund, Nakul Verma, 2007, NIPS.

An Adaptive Version of the Boost by Majority Algorithm

Yoav Freund, Y. Freund, 1999, COLT '99.

Open Problem: Second order regret bounds based on scaling time

Yoav Freund, 2016, COLT.

Tracking Using an Explanatory Framework pdf

Yoav Freund, Kamalika Chaudhuri, Daniel J. Hsu, 2010 .

Large Margin Classification Using the Perceptron Algorithm

Yoav Freund, Robert E. Schapire, Y. Freund, 1998, COLT' 98.

Boosting, Convex Optimization, and Information Geometry

Yoav Freund, Robert E. Schapire, 2012 .

Feasibility of Voice over IP on the Internet

Yoav Freund, Jason Nieh, Alex Sherman, 2006 .

Information, Prediction, and Query by Committee

H. Sebastian Seung, Yoav Freund, Naftali Tishby, 1992, NIPS.

Predicting a binary sequence almost as well as the optimal biased coin

Yoav Freund, Y. Freund, 2003, COLT '96.

Active learning for visual object recognition

Yoav Freund, Yotam Abramson, Ben Laxton, 2005 .

Boosting the margin: A new explanation for the effectiveness of voting methods

Yoav Freund, Robert E. Schapire, Wee Sun Lee, 1997, ICML.

Index of Algorithms, Figures, and Tables

Yoav Freund, Robert E. Schapire, Y. Freund, 2012 .

A decision-theoretic generalization of on-line learning and an application to boosting

Yoav Freund, Robert E. Schapire, Y. Freund, 1995, EuroCOLT.

The Active Atlas: Combining 3D Anatomical Models with Texture Detectors

Yoav Freund, Partha P. Mitra, Yuncong Chen, 2017, MICCAI.

Boosting a weak learning algorithm by majority

Yoav Freund, Y. Freund, 1990, COLT '90.

A method for Hedging in continuous time pdf

Yoav Freund, Y. Freund, 2009, ArXiv.

Learning Under Persistent Drift

Yishay Mansour, Yoav Freund, Y. Mansour, 1997, EuroCOLT.

Typicality-Based Stability and Privacy pdf

Raef Bassily, Yoav Freund, Y. Freund, 2016, ArXiv.

Efficient learning of typical finite automata from random walks

Ronitt Rubinfeld, Dana Ron, Linda Sellie, 1993, STOC.

Foundations of Machine Learning

Yoav Freund, Robert E. Schapire, Y. Freund, 2012 .

Coordinate-free calibration of an acoustically driven camera pointing system

Yoav Freund, Evan Ettinger, 2008, 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras.

On-line Prediction and Conversion Strategies

Nicolò Cesa-Bianchi, Yoav Freund, Manfred K. Warmuth, 1994, Machine Learning.

A more robust boosting algorithm

Yoav Freund, Y. Freund, 2009, 0905.2138.

An Adaptive Version of the Boost by Majority Algorithm

Yoav Freund, Y. Freund, 1999, COLT.

Occlusion boundary detection using an online learning framework

Truong Q. Nguyen, Yoav Freund, Natan Jacobson, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Optimal universal learning and prediction of probabilistic concepts

Yishay Mansour, Meir Feder, Yoav Freund, 1995, Proceedings of 1995 IEEE International Symposium on Information Theory.

The Margins Explanation for Boosting's Effectiveness

Yoav Freund, Robert E. Schapire, 2012 .

The Fast Convergence of Incremental PCA

Sanjoy Dasgupta, Yoav Freund, Akshay Balsubramani, 2013, NIPS.

A new Hedging algorithm and its application to inferring latent random variables pdf

Yoav Freund, Daniel J. Hsu, 2008, ArXiv.

Camera Pointing with Coordinate-Free Localization and Tracking

Yoav Freund, Evan Ettinger, Y. Freund, 2011 .

A Parameter-free Hedging Algorithm

Yoav Freund, Kamalika Chaudhuri, Daniel J. Hsu, 2009, NIPS.

Experimental Design for Bathymetry Editing pdf

Yoav Freund, Julaiti Alafate, David T. Sandwell, 2020, ArXiv.

Scalable Semi-Supervised Aggregation of Classifiers

Yoav Freund, Akshay Balsubramani, 2015, NIPS.

A Short Introduction to Boosting

Yoav Freund, Robert E. Schapire, Y. Freund, 1999 .

Self bounding learning algorithms

Yoav Freund, Y. Freund, 1998, COLT' 98.

Why averaging classifiers can protect against overfitting

Yishay Mansour, Yoav Freund, Robert E. Schapire, 2001, AISTATS.

Game Theory, Online Learning, and Boosting

Yoav Freund, Robert E. Schapire, Y. Freund, 2012 .

An Optimal potential-based hedging algorithm

Yoav Freund, Y. Freund, 2021 .

Audio scene monitoring using redundant un-localized microphone arrays pdf

Yoav Freund, Peter Gerstoft, Yihan Hu, 2021, ArXiv.

StreaMRAK a streaming multi-resolution adaptive kernel algorithm pdf

Alexander Cloninger, Yoav Freund, Valeriya Naumova, 2021, Appl. Math. Comput..

When is the Convergence Time of Langevin Algorithms Dimension Independent? A Composite Optimization Viewpoint pdf

Yoav Freund, Tong Zhang, Yi-An Ma, 2021, J. Mach. Learn. Res..

Audio Scene Monitoring Using Redundant Ad Hoc Microphone Array Networks

Yoav Freund, Peter Gerstoft, Yihan Hu, 2021, IEEE Internet of Things Journal.

Optimal Strategies for Decision Theoretic Online Learning pdf

Yoav Freund, 2021, ArXiv.

Visualization of Individual Scr mRNAs during Drosophila Embryogenesis Yields Evidence for Transcriptional Bursting

Yoav Freund, William McGinnis, Y. Freund, 2009, Current Biology.

Using Boosting for Financial Analysis and Performance Prediction: Application to S&P 500 Companies, Latin American ADRs and Banks

Yoav Freund, Germán G. Creamer, Y. Freund, 2010 .

Predicting Performance and Quantifying Corporate Governance Risk for Latin American Adrs and Banks

Yoav Freund, Germán G. Creamer, Y. Freund, 2004 .

Response to Mease and Wyner, Evidence Contrary to the Statistical View of Boosting, JMLR 9:131-156, 2008

Yoav Freund, Robert E. Schapire, Y. Freund, 2008 .

Lamellipodial Actin Mechanically Links Myosin Activity with Adhesion-Site Formation

Yoav Freund, Michael P. Sheetz, Grégory Giannone, 2007, Cell.

Typical Stability

Raef Bassily, Yoav Freund, 2016 .

Discussions of boosting papers, and rejoinders

Trevor Hastie, Peter J. Bickel, Robert Tibshirani, 2004 .

Loss Minimization and Generalizations of Boosting

Yoav Freund, Robert E. Schapire, 2012 .

Pinpoint : Identifying Packet Loss Culprits Using Adaptive Sampling

Yoav Freund, Brian McFee, Evan Ettinger, 2007 .