SPCN_L1: Machine Learning in Communications |
| Session Type: Lecture |
| Time: Wednesday, August 31, 14:00 - 15:40 |
| Location: Mediterranean |
| Session Chair: Carles Antón-Haro, CTTC |
| SPCN_L1.1: PARAMNET: A MULTI-LAYER PARAMETRIC NETWORK FOR JOINT CHANNEL ESTIMATION AND SYMBOL DETECTION |
| VIncent Choqueuse, Alexandru Frunza, Stéphane Azou, Pascal Morel, ENIB, France; Adel Belouchrani, Ecole Nationale Polytechnique, Algeria |
| SPCN_L1.2: INFERENCE-BASED REINFORCEMENT LEARNING AND ITS APPLICATION TO DYNAMIC RESOURCE ALLOCATION |
| Paschalis Tsiaflakis, Werner Coomans, Nokia, Belgium |
| SPCN_L1.3: ROBUST MIMO DETECTION USING HYPERNETWORKS WITH LEARNED REGULARIZERS |
| Nicolas Zilberstein, Rahman Doost-Mohammady, Ashutosh Sabharwal, Santiago Segarra, Rice University, United States; Chris Dick, Nvidia, United States |
| SPCN_L1.4: DEEP UNFOLDING IN MULTICELL MU-MIMO |
| Lukas Schynol, Marius Pesavento, Technische Universität Darmstadt, Germany |
| SPCN_L1.5: SAFEAMC: ADVERSARIAL TRAINING FOR ROBUST MODULATION CLASSIFICATION MODELS |
| Javier Maroto, Pascal Frossard, EPFL, Switzerland; Gérôme Bovet, armasuisse Science\&Technology, Switzerland |