Publications (38)
Robust Landmark Detection for Alignment of Mouse Brain Section Images
Yuncong Chen, David Kleinfeld, Martyn Goulding +1
Towards Explainable Automated Neuroanatomy
Kui Qian, Litao Qiao, Beth Friedman +3
Motif Discovery through Predictive Modeling of Gene Regulation
Manuel Middendorf, Anshul Kundaje, Mihir Shah +3
Optimal Online Learning using Potential Functions
Yoav Freund
Muffled Semi-Supervised Learning
Akshay Balsubramani, Yoav Freund
Random projection trees for vector quantization
Sanjoy Dasgupta, Yoav Freund
Scalable Semi-Supervised Aggregation of Classifiers
Akshay Balsubramani, Yoav Freund
An Online Learning-based Framework for Tracking
Kamalika Chaudhuri, Yoav Freund, Daniel Hsu
When is the Convergence Time of Langevin Algorithms Dimension Independent? A Composite Optimization Viewpoint
Yoav Freund, Yi-An Ma, Tong Zhang
Co-adaptation in a Handwriting Recognition System
Sunsern Cheamanunkul, Yoav Freund
Tracking using explanation-based modeling
Kamalika Chaudhuri, Yoav Freund, Daniel Hsu
Faster Boosting with Smaller Memory
Julaiti Alafate, Yoav Freund
Optimal Binary Classifier Aggregation for General Losses
Akshay Balsubramani, Yoav Freund
A parameter-free hedging algorithm
Kamalika Chaudhuri, Yoav Freund, Daniel Hsu
Audio scene monitoring using redundant ad-hoc microphone array networks
Peter Gerstoft, Yihan Hu, Michael J. Bianco +4
Experimental Design for Bathymetry Editing
Julaiti Alafate, Yoav Freund, David T. Sandwell +1
A second order regret bound for NormalHedge
Yoav Freund, Nicholas J. A. Harvey, Victor S. Portella +2
An adaptive nearest neighbor rule for classification
Akshay Balsubramani, Sanjoy Dasgupta, Yoav Freund +1
Typical Stability
Raef Bassily, 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
Active learning using region-based sampling
Sanjoy Dasgupta, Yoav Freund
StreaMRAK a Streaming Multi-Resolution Adaptive Kernel Algorithm
Andreas Oslandsbotn, Zeljko Kereta, Valeriya Naumova +2
The Active Atlas: Combining 3D Anatomical Models with Texture Detectors
Yuncong Chen, Lauren McElvain, Alex Tolpygo +5
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
On the k-Means/Median Cost Function
Anup Bhattacharya, Yoav Freund, Ragesh Jaiswal
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
Effective resistance in metric spaces
Robi Bhattacharjee, Alexander Cloninger, Yoav Freund +1
Tell Me Something New: A New Framework for Asynchronous Parallel Learning
Julaiti Alafate, Yoav Freund
Optimally Combining Classifiers Using Unlabeled Data
Akshay Balsubramani, Yoav Freund
Structure from Voltage
Robi Bhattacharjee, Alex Cloninger, Yoav Freund +1
Generalization bounds for averaged classifiers
Yoav Freund, Yishay Mansour, Robert E. Schapire