Publications (26)
An adaptive nearest neighbor rule for classification
Akshay Balsubramani, Sanjoy Dasgupta, Yoav Freund +1
Robust Landmark Detection for Alignment of Mouse Brain Section Images
Yuncong Chen, David Kleinfeld, Martyn Goulding +1
Typical Stability
Raef Bassily, Yoav Freund
Motif Discovery through Predictive Modeling of Gene Regulation
Manuel Middendorf, Anshul Kundaje, Mihir Shah +3
Muffled Semi-Supervised Learning
Akshay Balsubramani, Yoav Freund
A method for Hedging in continuous time
Yoav Freund
PAC-Bayes with Minimax for Confidence-Rated Transduction
Akshay Balsubramani, Yoav Freund
Predicting Genetic Regulatory Response using Classification: Yeast Stress Response
Manuel Middendorf, Anshul Kundaje, Chris Wiggins +2
Random projection trees for vector quantization
Sanjoy Dasgupta, Yoav Freund
The Active Atlas: Combining 3D Anatomical Models with Texture Detectors
Yuncong Chen, Lauren McElvain, Alex Tolpygo +5
Scalable Semi-Supervised Aggregation of Classifiers
Akshay Balsubramani, Yoav Freund
The Fast Convergence of Incremental PCA
Akshay Balsubramani, Sanjoy Dasgupta, Yoav Freund
Towards automated high-throughput screening of C. elegans on agar
Mayank Kabra, Annie L. Conery, Eyleen J. O'Rourke +7
An Online Learning-based Framework for Tracking
Kamalika Chaudhuri, Yoav Freund, Daniel Hsu
Co-adaptation in a Handwriting Recognition System
Sunsern Cheamanunkul, Yoav Freund
Tracking using explanation-based modeling
Kamalika Chaudhuri, Yoav Freund, Daniel Hsu
A more robust boosting algorithm
Yoav Freund
Non-Convex Boosting Overcomes Random Label Noise
Sunsern Cheamanunkul, Evan Ettinger, Yoav Freund
A new Hedging algorithm and its application to inferring latent random variables
Yoav Freund, Daniel Hsu
Predicting Genetic Regulatory Response Using Classification
Manuel Middendorf, Anshul Kundaje, Chris Wiggins +2
Particle Filtering on the Audio Localization Manifold
Evan Ettinger, Yoav Freund
Optimal Binary Classifier Aggregation for General Losses
Akshay Balsubramani, Yoav Freund
Tell Me Something New: A New Framework for Asynchronous Parallel Learning
Julaiti Alafate, Yoav Freund
A parameter-free hedging algorithm
Kamalika Chaudhuri, Yoav Freund, Daniel Hsu
Optimally Combining Classifiers Using Unlabeled Data
Akshay Balsubramani, Yoav Freund
Generalization bounds for averaged classifiers
Yoav Freund, Yishay Mansour, Robert E. Schapire