SS-L13: Random Matrix Theory and High-Dimensional Statistical Signal Processing |
| Session Type: Lecture |
| Time: Wednesday, 6 May, 11:30 - 13:30 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chair: Pascal Vallet, Bordeaux-INP |
| SS-L13.1: RISK CONVERGENCE OF CENTERED KERNEL RIDGE REGRESSION WITH LARGE DIMENSIONAL DATA |
| Khalil Elkhalil; Duke university |
| Abla Kammoun; King Abdullah University of Science and Technology (KAUST) |
| Xiangliang Zhang; King Abdullah University of Science and Technology (KAUST) |
| Mohamed-Slim Alouini; King Abdullah University of Science and Technology (KAUST) |
| Tareq Al-Naffouri; King Abdullah University of Science and Technology (KAUST) |
| SS-L13.2: A WHITENESS TEST BASED ON THE SPECTRAL MEASURE OF LARGE NON-HERMITIAN RANDOM MATRICES |
| Arup Bose; Indian Statistical Institute |
| Walid Hachem; CNRS / Université Paris-Est Marne-la-Vallée |
| SS-L13.3: ON THE LIMIT DISTRIBUTION OF THE CANONICAL CORRELATION COEFFICIENTS BETWEEN THE PAST AND THE FUTURE OF A HIGH-DIMENSIONAL WHITE NOISE |
| Daria Tieplova; Université Paris-Est/Marne la Vallée |
| Philippe Loubaton; Université Paris-Est/Marne la Vallée |
| Leonid Pastur; Institute of Low Temperature Physics and Engineering |
| SS-L13.4: POSITIVE SOLUTIONS FOR LARGE RANDOM LINEAR SYSTEMS |
| Pierre Bizeul; Sorbonne Université |
| Maxime Clenet; Université Paris Est Marne-La-Vallée |
| Jamal Najim; Université Paris Est Marne-La-Vallée et Centre National de la Recherche Scientifique |
| SS-L13.5: ON THE FREQUENCY DOMAIN DETECTION OF HIGH DIMENSIONAL TIME SERIES |
| Alexis Rosuel; Université Paris-Est Marne-la-Vallée |
| Pascal Vallet; Université de Bordeaux |
| Philippe Loubaton; Université Paris-Est Marne-la-Vallée |
| Xavier Mestre; Centre Tecnològic de Telecomunicacions de Catalunya (CTTC) |
| SS-L13.6: LARGE DIMENSIONAL ASYMPTOTICS OF MULTI-TASK LEARNING |
| Malik Tiomoko; Université Paris Sud/ Gipsa Lab |
| Cosme Louart; Gipsa Lab / CEA LIST |
| Romain Couillet; Gipsa-Lab / Centrale-Supélec |