Applied Harmonic Analysis, Massive Data Sets, Machine Learning, and Signal Processing (BIRS)
A simple tool for bounding the deviation of random matrices on geometric sets, with applications (Yaniv Plan / University of British Columbia)  의 1 번째 Windows Media 동영상입니다.
An efficient algorithm for joint alignment from pairwise differences (Yuxin Chen / Stanford University)  의 1 번째 Windows Media 동영상입니다.
Batched Stochastic Gradient Descent with Weighted Sampling (Deanna Needell / Claremont McKenna College)  의 1 번째 Windows Media 동영상입니다.
Cascaded gain control representations (Eero Simoncelli / New York University)  의 1 번째 Windows Media 동영상입니다.
Clustering subgaussian mixtures via semidefinite programming (Soledad Villar / UT Austin)  의 1 번째 Windows Media 동영상입니다.
Convex (and tractable?) formulations for single hidden layer neural networks (Francis Bach / INRIA)  의 1 번째 Windows Media 동영상입니다.
Deep vs. shallow networks (Hrushikesh Mhaskar / California Institute of Technology and Claremont Graduate University)  의 1 번째 Windows Media 동영상입니다.
Explicit error bounds for compressed phase retrieval with frames (Bernhard Bodmann / University of Houston)  의 1 번째 Windows Media 동영상입니다.
Fast and Robust Phase Retrieval from Local Measurements (Rayan Saab / UC San Diego)  의 1 번째 Windows Media 동영상입니다.
Feature Selection from Real-World Data with Non-Linear Observations (Gitta Kutyniok / Technische Universität Berlin)  의 1 번째 Windows Media 동영상입니다.
Functional Maps and Functional Map Networks for Joint Data Analysis (Leonidas Guibas / Stanford University)  의 1 번째 Windows Media 동영상입니다.
Fundamental limits and algorithms for recovery under matrix spike models (Afonso S. Bandeira / NYU)  의 1 번째 Windows Media 동영상입니다.
Multimodal signal processing using Alternating Diffusion (Ronen Talmon / Technion)  의 1 번째 Windows Media 동영상입니다.
Nonconvex Recovery of Low-Complexity Models (John Wright / Columbia University)  의 1 번째 Windows Media 동영상입니다.
Obstacles to AI, Mathematical and Otherwise (Yann LeCun / Facebook)  의 1 번째 Windows Media 동영상입니다.
Phase Retrieval (Pete Casazza / University of Missouri)  의 1 번째 Windows Media 동영상입니다.
Provable Approximations of Deep Nets (Alexander Cloninger / Yale University)  의 1 번째 Windows Media 동영상입니다.
Rapid, robust and reliable blind deconvolution via nonconvex optimization (Shuyang Ling / University of California Davis)  의 1 번째 Windows Media 동영상입니다.
Regularized Nonlinear Acceleration (Alexandre d'Aspremont / CNRS -ENS)  의 1 번째 Windows Media 동영상입니다.
Robust Low-rank Modeling for High-dimensional and Massive Datasets (Gilad Lerman / University of Minnesota)  의 1 번째 Windows Media 동영상입니다.
Simultaneous Alignment and Classification - A Representation Theory Perspective (Roy Lederman / Princeton University)  의 1 번째 Windows Media 동영상입니다.
Synchronization over Cartan motion groups via contraction (Nir Sharon / Princeton University)  의 1 번째 Windows Media 동영상입니다.
The Deceptive Nature of Generalization in Machine Learning (Benjamin Recht / University of California)  의 1 번째 Windows Media 동영상입니다.
The discrete sign problem: uniqueness, stable recovery and phase retrieval applications (Boaz Nadler / Weizmann Institute of Science)  의 1 번째 Windows Media 동영상입니다.
Universality laws for randomized dimension reduction (Joel Tropp / California Institute of Technology)  의 1 번째 Windows Media 동영상입니다.
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