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Audio scene monitoring using redundant un-localized microphone arrays


Mar 02, 2021
Peter Gerstoft, Yihan Hu, Chaitanya Patil, Ardel Alegre, Michael J. Bianco, Yoav Freund, Francois Grondin


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Experimental Design for Bathymetry Editing


Jul 15, 2020
Julaiti Alafate, Yoav Freund, David T. Sandwell, Brook Tozer

* Published as a workshop paper at ICML 2020 Workshop on Real World Experiment Design and Active Learning 

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An adaptive nearest neighbor rule for classification


May 29, 2019
Akshay Balsubramani, Sanjoy Dasgupta, Yoav Freund, Shay Moran


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Faster Boosting with Smaller Memory


Jan 25, 2019
Julaiti Alafate, Yoav Freund


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


May 23, 2018
Julaiti Alafate, Yoav Freund


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Robust Landmark Detection for Alignment of Mouse Brain Section Images


Mar 09, 2018
Yuncong Chen, David Kleinfeld, Martyn Goulding, Yoav Freund

* Submitted to MICCAI 2015 

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


Jan 15, 2018
Yuncong Chen, Lauren McElvain, Alex Tolpygo, Daniel Ferrante, Harvey Karten, Partha Mitra, David Kleinfeld, Yoav Freund

* 8 pages, 10 figures, appeared in proceeding of MICCAI 2017 

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Optimal Binary Classifier Aggregation for General Losses


Nov 07, 2016
Akshay Balsubramani, Yoav Freund

* NIPS 2016 

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Typical Stability


Sep 19, 2016
Raef Bassily, Yoav Freund

* New sections, extended discussions, and complete proofs 

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Muffled Semi-Supervised Learning


May 28, 2016
Akshay Balsubramani, Yoav Freund


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Scalable Semi-Supervised Aggregation of Classifiers


Nov 11, 2015
Akshay Balsubramani, Yoav Freund


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Optimally Combining Classifiers Using Unlabeled Data


Jun 18, 2015
Akshay Balsubramani, Yoav Freund


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PAC-Bayes with Minimax for Confidence-Rated Transduction


Jan 15, 2015
Akshay Balsubramani, Yoav Freund


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The Fast Convergence of Incremental PCA


Jan 15, 2015
Akshay Balsubramani, Sanjoy Dasgupta, Yoav Freund

* NIPS 2013 

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Non-Convex Boosting Overcomes Random Label Noise


Sep 09, 2014
Sunsern Cheamanunkul, Evan Ettinger, Yoav Freund


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Co-adaptation in a Handwriting Recognition System


Sep 09, 2014
Sunsern Cheamanunkul, Yoav Freund


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An Online Learning-based Framework for Tracking


Mar 15, 2012
Kamalika Chaudhuri, Yoav Freund, Daniel Hsu

* Appears in Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence (UAI2010) 

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


Mar 22, 2010
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


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Particle Filtering on the Audio Localization Manifold


Mar 02, 2010
Evan Ettinger, Yoav Freund


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Tracking using explanation-based modeling


Jan 19, 2010
Kamalika Chaudhuri, Yoav Freund, Daniel Hsu


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A parameter-free hedging algorithm


Jan 18, 2010
Kamalika Chaudhuri, Yoav Freund, Daniel Hsu

* Updated Version 

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A method for Hedging in continuous time


Oct 14, 2009
Yoav Freund


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A more robust boosting algorithm


May 13, 2009
Yoav Freund


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


Jun 30, 2008
Yoav Freund, Daniel Hsu


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Random projection trees for vector quantization


May 09, 2008
Sanjoy Dasgupta, Yoav Freund


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