Thu PM2.L2: Statistical and Machine Learning
Thu, 7 Sep, 16:10 - 17:50 Finland Time (UTC +3)
Location: Fennia 1
Session Type: Lecture
Session Chair: Sundeep P. Chepuri, Indian Institute of Science
Track: TMTSP - Theoretical and Methodological Trends in Signal Processing
Thu, 7 Sep, 16:10 - 16:30 Finland Time (UTC +3)

Thu PM2.L2.1: DEEP LEARNING-BASED OPTIMAL SPATIAL SUBSAMPLING IN ULTRASOUND NONDESTRUCTIVE TESTING
Han Wang, Fraunhofer Institute for Nondestructive Testing, Germany; Eduardo Pérez, Technische Universität Ilmenau, Germany; Florian Römer, Fraunhofer Institute for Nondestructive Testing, Germany
Thu, 7 Sep, 16:30 - 16:50 Finland Time (UTC +3)

Thu PM2.L2.2: DOWNLINK CHANNEL ESTIMATION IN FDD MASSIVE MIMO SYSTEMS BASED ON MULTI-RESOLUTION DISCRIMINATION DICTIONARY LEARNING
Zhentao Zou, School of Information Science and Engineering, Lanzhou University, China; Lin Chen, Wireless Network RAN Research Department, Huawei Technologies Co. LTD, China; Xue Jiang, School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, China; Pei Xiao, Institute for Communication Systems, University of Surrey, United Kingdom
Thu, 7 Sep, 16:50 - 17:10 Finland Time (UTC +3)

Thu PM2.L2.3: Deep Equilibrium Models Meet Federated Learning
Alexandros Gkillas, University of Patras, Greece; Dimitris Ampeliotis, Ionian University, Greece; Kostas Berberidis, University of Patras, Greece
Thu, 7 Sep, 17:10 - 17:30 Finland Time (UTC +3)

Thu PM2.L2.4: SOCIAL LEARNING WITH NON-BAYESIAN LOCAL UPDATES
Virginia Bordignon, Mert Kayaalp, EPFL, Switzerland; Vincenzo Matta, University of Salerno, Italy; Ali H. Sayed, EPFL, Switzerland
Thu, 7 Sep, 17:30 - 17:50 Finland Time (UTC +3)

Thu PM2.L2.5: LABEL-CONSISTENT CONVOLUTIONAL DICTIONARY LEARNING FOR MACHINE INSPECTION
Saurabh Sahu, TCS Research, India; Kriti Kumar, TCS Research and Indraprastha Institute of Information Technology Delhi, India; Angshul Majumdar, Indraprastha Institute of Information Technology Delhi, India; A Anil Kumar, M Girish Chandra, TCS Research, India