Media Summary: Francis Bach (INRIA): Submodular Functions: from Discrete to Continuous Domains Abstract: Submodular set-functions have ... Andrea Montanari (Stanford): Matrix and graph estimation Abstract: Many statistics and unsupervised learning problems can be ... Anders Hansen (Cambridge) Lectures 1 and 2: Compressed Sensing:
Structured Regularization Summer School F - Detailed Analysis & Overview
Francis Bach (INRIA): Submodular Functions: from Discrete to Continuous Domains Abstract: Submodular set-functions have ... Andrea Montanari (Stanford): Matrix and graph estimation Abstract: Many statistics and unsupervised learning problems can be ... Anders Hansen (Cambridge) Lectures 1 and 2: Compressed Sensing: Claire Boyer (UPMC) Towards realistic compressed sensing Abstract: First, we will theoretically justify the applicability of ... Carlos Fernandez-Granda (NYU): A sampling theorem for robust deconvolution Abstract: In the 70s and 80s geophysicists ... Niao He on reinforcement learning with non-linear approximation (1/2), as part of the lectures by Niao He and Bo Dai as part of ...