SS_3: Recent Advances on Statistical and Optimisation Methods for High-Dimensional Data |
| Session Type: Lecture |
| Time: Wednesday, August 31, 16:10 - 17:50 |
| Location: Atlantic 1 |
| Session Chair: Abderrahim Halimi, Heriot-Watt University |
| SS_3.1: A BAYESIAN BASED UNROLLING APPROACH TO SINGLE-PHOTON LIDAR IMAGING THROUGH OBSCURANTS |
| Jakeoung Koo, Abderrahim Halimi, Aurora Maccarone, Gerald S. Buller, Stephen McLaughlin, Heriot-Watt University, United Kingdom |
| SS_3.2: AN EM ALGORITHM FOR MIXTURES OF HYPERSPHERES |
| Julien Lesouple, ENAC, France; Philippe Burger, INRAE, France; Jean-Yves Tourneret, IRIT/ENSEEIHT/TéSA, France |
| SS_3.3: DEEP DECONVOLUTION APPLIED TO DISTRIBUTED ACOUSTIC SENSING FOR TRAFFIC ANALYSIS |
| Martijn van den Ende, André Ferrari, Anthony Sladen, Cédric Richard, Université Côte d'Azur, France |
| SS_3.4: ROBUST TENSOR REGRESSION WITH APPLICATIONS IN IMAGING |
| Esa Ollila, Aalto University, Finland; Hyon-Jung Kim, Tampere University, Finland |
| SS_3.5: FALSE DISCOVERY RATE CONTROL FOR GROUPED VARIABLE SELECTION IN HIGH-DIMENSIONAL LINEAR MODELS USING THE T-KNOCK FILTER |
| Jasin Machkour, Michael Muma, Technische Universität Darmstadt, Germany; Daniel P. Palomar, The Hong Kong University of Science and Technology, China |