Intersection of Information Theory and Signal Processing: New Signal Models, their Information Content and Acquisition Complexity

Videos from BIRS Workshop 18w5162

, California Institute of Technology
- 10:04
Learning Regularizers from Data
Watch video | Download video: 201810290903-Chandrasekaran.mp4 (201M)
, Columbia University
- 11:02
Comparing Signal Recovery Algorithms: Phase Transition Analysis and Beyond
Watch video | Download video: 201810291030-Maleki.mp4 (114M)
, University of British Columbia
- 11:34
Parameter instability regimes in proximal denoising
Watch video | Download video: 201810291103-Berk.mp4 (104M)
, Boston University
- 15:05
Beyond Binomial and Negative Binomial: Adaptation in Bernoulli Parameter Estimation
Watch video | Download video: 201810291433-Murray-Bruce.mp4 (105M)
, Stanford University
- 16:42
Information efficient data acquisition using analog to digital compression
Watch video | Download video: 201810291531-Kipnis.mp4 (222M)
, Columbia University
- 17:18
Compressed Sensing in the Presence of Speckle Noise
Watch video | Download video: 201810291647-Zhou.mp4 (104M)
, California Institue of Technology
- 10:11
On a New Approach to Random Access Communication
Watch video | Download video: 201810300908-Effros.mp4 (208M)
, California Institute of Technology
- 11:01
False Discovery and Its Control in Low Rank Estimation
Watch video | Download video: 201810301032-Taeb.mp4 (100M)
, University of California San Diego
- 11:31
Quantization for Low-Rank Matrix Recovery
Watch video | Download video: 201810301105-Lybrand.mp4 (105M)
, University of British Columbia
- 14:31
Near-optimal sample complexity for convex tensor completion
Watch video | Download video: 201810301332-Yilmaz.mp4 (173M)
, University of British Columbia
- 14:57
Concentration for Euclidean Norm of Random Vectors
Watch video | Download video: 201810301432-Li.mp4 (73M)
, Technion
- 16:02
Hardware-limited task-based quantization.
Watch video | Download video: 201810301530-Shlezinger.mp4 (98M)
, University of Toronto
- 16:31
Fractional Programming for Communication Systems
Watch video | Download video: 201810301603-Shen.mp4 (78M)
, University of Toronto
- 17:02
Spatial Deep Learning for Wireless Scheduling
Watch video | Download video: 201810301632-Yu.mp4 (77M)
, Massachusetts Institute of Technology
- 10:10
Local Geometric Analysis and Applications to Learning Algorithms.
Watch video | Download video: 201810310902-Zheng.mp4 (197M)
, University College London
- 11:04
On Deep Learning for Inverse Problems
Watch video | Download video: 201810311032-Rodrigues.mp4 (111M)
, Massachusetts Institute of Technology
- 11:39
Principal Inertia Components & Applications
Watch video | Download video: 201810311107-Salamatian.mp4 (111M)
, Nokia Bell Labs
- 10:09
Using compression codes for efficient data acquisition
Watch video | Download video: 201811010906-Jalali.mp4 (212M)
, UC San Diego
- 11:09
New and Improved Binary Embeddings of Data (and Quantization for Compressed Sensing with Structured Random Matrices)
Watch video | Download video: 201811011031-Saab.mp4 (117M)
, University of Louvain
- 11:50
Dithered quantized compressive sensing with arbitrary RIP matrices
Watch video | Download video: 201811011110-Jacques.mp4 (137M)
, Rutgers University
- 14:41
Sample complexity bounds for dictionary learning from vector- and tensor-valued data
Watch video | Download video: 201811011334-Bajwa.mp4 (224M)
, University of Toronto
- 15:13
Distributed Coding of Compressively Sensed Sources
Watch video | Download video: 201811011442-Goukhshtein.mp4 (94M)
, Université Catholique de Louvain
- 16:11
Compressive Learning with quantized embedding of datasets
Watch video | Download video: 201811011544-Schellekens.mp4 (82M)
, University of Delaware
- 16:53
Minimax Learning for Remote Prediction
Watch video | Download video: 201811011613-Wu.mp4 (124M)