SPMuS-P4: Distributed Learning, Multi-Sensor and Graph Signal Processing
Thu, 3 Sep, 14:00 - 15:40
Location: Balcony II East
Session Type: Poster
Session Chair: Stefania Sardellitti, Universitas Mercatorum
Track: 8: SPMuS - Signal Processing for Multisensor Systems
Thu, 3 Sep, 14:00 - 15:40

SPMuS-P4.1: Graph Signal Surrogate Generation for Statistical Testing of Covariance Structure on Directed Graphs
Chun Hei Michael Chan, Alexandre Cionca, Dimitri Van De Ville, Ecole Polytechnique Fédérale de Lausanne, Switzerland
Thu, 3 Sep, 14:00 - 15:40

SPMuS-P4.2: A Novel Hidden Markov Model Learning Method Using Coupled Canonical Polyadic Decomposition
Jep Brinkmann, TUDelft, Netherlands; Kim Batselier, Tu Delft, Netherlands; Borbála Hunyadi, TUDelft / Maastricht University, Netherlands
Thu, 3 Sep, 14:00 - 15:40

SPMuS-P4.3: FedSPDnet: Geometry-Aware Federated Deep Learning with SPDnet
Thibault Pautrel, Florent Bouchard, Centrale Supélec, France; Ammar Mian, Guillaume Ginolhac, Université Savoie Mont-Blanc, France
Thu, 3 Sep, 14:00 - 15:40

SPMuS-P4.4: FEDERATED LEARNING WITH IMPROVED GENERALIZATION VIA EFFICIENT SHARPNESS AWARE MINIMIZATION
Evangelos Georgatos, Christos Mavrokefalidis, Kostas Berberidis, University of Patras, Greece
Thu, 3 Sep, 14:00 - 15:40

SPMuS-P4.5: Best Least Squares Paraunitary Approximation for an Extended Range of Polynomial Matrices
Stephan Weiss, University of Strathclyde, United Kingdom; Sebastian J. Schlecht, Friedrich-Alexander Universitaet Erlangen-Nuernberg, Germany; Marc Moonen, KU Leuven, Belgium
Thu, 3 Sep, 14:00 - 15:40

SPMuS-P4.6: Node Partitioning of Graphs Based on Graph Signal Sampling Theory and Difference-of-Convex Optimization
Ryosuke Ikura, Junya Hara, The University of Osaka, Japan; Hiroshi Higashi, Kansai University, Japan; Yuichi Tanaka, The University of Osaka, Japan
Thu, 3 Sep, 14:00 - 15:40

SPMuS-P4.7: PARTIAL MODEL SHARING IMPROVES BYZANTINE RESILIENCE IN FEDERATED CONFORMAL PREDICTION
Ehsan Lari, Norwegian University of Science and Technology, Norway; Reza Arablouei, Commonwealth Scientific and Industrial Research Organisation, Australia; Stefan Werner, Norwegian University of Science and Technology, Norway
Thu, 3 Sep, 14:00 - 15:40

SPMuS-P4.8: ACCELERATED LOW-RANK TENSOR APPROXIMATION IN MIMO RADAR USING DEEP UNROLLING
Kaleb Debre, Lukas Schynol, Marius Pesavento, Technical University Darmstadt, Germany
Thu, 3 Sep, 14:00 - 15:40

SPMuS-P4.9: GENERALIZED COMPOSITE OPTIMIZATION OF POINTWISE MAXIMUM/MINIMUM: A SPLITTING-BASED APPROACH WITH APPLICATIONS
Chunxuan Shi, Yongzhe Li, Ran Tao, Beijing Institute of Technology, China
Thu, 3 Sep, 14:00 - 15:40

SPMuS-P4.10: CONSISTENCY GATED COOPERATIVE LOCALIZATION FOR UAV SWARMS UNDER INTERMITTENT GPS
Dimitrios Venetis, University of Patras, Greece; Evangelos Vlachos, Industrial Systems Institute Athena RC, Greece; Kostas Berberidis, University of Patras, Greece