We have mentioned the SAHD meetings in the past few years ( check the SAHD tag ) , I just saw the following on Yann LeCun's twitter feed:
videos & slides of the 2014 UCL-Duke Workshop on Sensing and Analysis of High-Dimensional Data.
Many interesting... http://t.co/XG0XaFAFt6
— Yann LeCun (@ylecun) January 17, 2015
Welcome (video)
Miguel Rodrigues and John Shawe-Taylor (UCL)
Robert Calderbank and Lawrence Carin (Duke U.)
Conjugate gradient iterative hard thresholding for compressed sensing and matrix completion (video, slides)
Jared Tanner, University of Oxford
Breaking the coherence barrier - A new theory for compressed sensing (video, slides)
Anders Hansen, University of Cambridge
Optimal compressive imaging for Fourier data (video, slides)
Gitta Kutyniok, Technical University of Berlin
Visual pattern encoding on the Poincaré sphere (video, slides)
Aleksandra Pizurica, Ghent University
Tracking dynamic point processes on networks (video, slides)
Rebecca Willett, University of Wisconsin-Madison
Deep Gaussian processes (video, slides)
Neil Lawrence, Sheffield University
Mondrian forests: Efficient random forests for streaming data via
Bayesian nonparametrics (video, slides)
Yee Whye Teh, University of Oxford
The Unreasonable Effectiveness of Deep Learning (video, slides)
Yann LeCun, Facebook and New York University
NuMax: A convex approach for learning near-isometric linear embeddings
Richard Baraniuk, Rice University
Beyond stochastic gradient descent for large-scale machine learning (video, slides)
Francis Bach, INRIA
Living on the edge: Phase transitions in convex programs with random data (video, slides)
Joel Tropp, California Institute of Techology
Building an automatic statistician (video, slides)
Zoubin Ghahramani, University of Cambridge
Variable selection in high dimensional convex regression (slides)
John Lafferty, University of Chicago
High-dimensional learning with deep network contractions (video, slides)
Stéphane Mallat, Ecole Normale Superieure
Industry Session: Big Data - Challenges and Opportunities (video)
Moderators: Robert Calderbank (Duke U.) and Patrick Wolfe (UCL)
Panelists: Christophe Bernard (Winton Capital), Christoph Best (Google), Thore Graepel (Microsoft Research), Gabriel Hughes (Elsevier), Yann LeCun (Facebook)
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