London Workshop on Sparse Signal Processing: 15-16 September 2016

The workshop is organised by Pier-Luigi Dragotti and Wei Dai @ EEE Imperial College. There is no cost for attending the workshop and lunches are included. Registration is now CLOSED, for any other information please contact Miss Charlotte Grady at c.grady@imperial.ac.uk

Sponsors

Communications and Signal Processing Group @ Imperial College

Speakers

Venue

Program (Download PDF)

Thursday 15 September 2016 (Room 408)
10:30 - 11:00 Welcome
Pier-Luigi Dragotti and Wei Dai (Imperial College)
11:00 - 11:45 Yuejie Chi (Ohio State University)
"Solving Corrupted Quadratic Equations, Provably"
11:45 - 12:30 Gongguo Tang (Colorado School of Mines)
"Optimal Spectral Estimation via Atomic Norm Minimization"
12:30 - 14:00 Lunch Break and Poster Session
14:00 - 14:45 Yonina Eldar (Technion)
"SubNyquist Sampling without Sparsity and Phase Retrieval"
14:45 - 15:30 Gabriel Peyre (Univ. Paris-Dauphine)
"Exact Support Recovery for Sparse Super-resolution"
15:30 - 16:00 Coffee Break
16:00 - 16:45 Yoram Bresler (Univ. of Illinois, Urbana-Champaign)
"Blind Signal Processing: Sparse Signal Reconstruction in Bilinear Inverse Problems"
16:45 - 17:30 Ivan Markovsky (Vrije Univ. Brussel)
"A low-rank matrix completion approach to data-driven signal processing"
17:30 - 19:00 Rooms available for discussions
(Room 611, 610B, 408, EEE Building)
19:00 - 21:30 Dinner (by invitation only)
Friday 16 September 2016 (Room 611)
09:30 - 10:15 Babak Hassibi (Caltech)
"Gaussian Comparison Lemmas and Convex Optimization"
10:15 - 11:00 Remi Gribonval (IRISA)
"Random Moments for Compressive Learning"
11:00 - 11:30 Coffee Break
11:30 - 12:15 Michael Unser (EPFL)
"l1 vs. l2 representer theorems"
12:15 - 13:00 Yue Lu (Harvard Univ.)
"High-Dimensional Analysis of Stochastic Algorithms for Nonconvex Optimization: Limiting Dynamics and Phase Transitions"
13:00 - 14:00 Lunch Break
14:45 - 15:30 Sergios Theodoridis (Univ. of Athens)
"A Tour of Sparsity-Aware Learning Calling at: Online, Distributed, Robust and Dictionary Learning"
14:00 - 14:45 Patrick Wolfe (Univ. College London)
"TBA"
15:30 - 17:00 Closing remarks from the organizers followed by a short tour of the South Kensington area