MLSP-P9: Graphical, Kernel and Tensor Methods |
| Session Type: Poster |
| Time: Thursday, 7 May, 09:00 - 11:00 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chair: Kejun Huang, University of Florida |
| MLSP-P9.1: KERNEL RIDGE REGRESSION WITH AUTOCORRELATION PRIOR: OPTIMAL MODEL AND CROSS-VALIDATION |
| Akira Tanaka; Hokkaido University |
| Hideyuki Imai; Hokkaido University |
| MLSP-P9.2: GENERALIZED KERNEL-BASED DYNAMIC MODE DECOMPOSITION |
| Patrick Héas; Inria & Irmar, Univ. Rennes |
| Cédric Herzet; Inria & Irmar, Univ. Rennes |
| Benoit Combès; Inria & Irisa, Univ. Rennes |
| MLSP-P9.3: AN ONLINE KERNEL SCALAR QUANTIZATION SCHEME FOR SIGNAL CLASSIFICATION |
| Jing Guo; Purdue University |
| Raghu Raj; U.S. Naval Research Laboratory |
| David Love; Purdue University |
| MLSP-P9.4: SELF-DRIVEN GRAPH VOLTERRA MODELS FOR HIGHER-ORDER LINK PREDICTION |
| Mario Coutino; Delft University of Technology |
| Georgios V. Karanikolas; University of Minnesota |
| Geert Leus; Delft University of Technology |
| Georgios B. Giannakis; University of Minnesota |
| MLSP-P9.5: GRAPH CONSTRUCTION FROM DATA BY NON-NEGATIVE KERNEL REGRESSION |
| Sarath Shekkizhar; University of Southern California |
| Antonio Ortega; University of Southern California |
| MLSP-P9.6: STRUCTURED CITATION TREND PREDICTION USING GRAPH NEURAL NETWORKS |
| Daniel Cummings; Intel |
| Marcel Nassar; Intel |
| MLSP-P9.7: REVISITING FAST SPECTRAL CLUSTERING WITH ANCHOR GRAPH |
| Cheng-Long Wang; Northwestern Polytechnical University |
| Feiping Nie; Northwestern Polytechnical University |
| Rong Wang; Northwestern Polytechnical University |
| Xuelong Li; Northwestern Polytechnical University |
| MLSP-P9.8: A GRAPH NETWORK MODEL FOR DISTRIBUTED LEARNING WITH LIMITED BANDWIDTH LINKS AND PRIVACY CONSTRAINTS |
| Juan Parras; Universidad Politécnica de Madrid |
| Santiago Zazo; Universidad Politécnica de Madrid |
| MLSP-P9.9: GRAPH REGULARIZED TENSOR TRAIN DECOMPOSITION |
| Seyyid Emre Sofuoglu; Michigan State University |
| Selin Aviyente; Michigan State University |
| MLSP-P9.10: WEIGHTED KRYLOV-LEVENBERG-MARQUARDT METHOD FOR CANONICAL POLYADIC TENSOR DECOMPOSITION |
| Petr Tichavsky; Academy of Sciences of the Czech Republic |
| Anh-Huy Phan; Skolkovo Institute of Science and Technology (Skoltech) |
| Andrzej Cichocki; Skolkovo Institute of Science and Technology (Skoltech) |
| MLSP-P9.11: LOW-COMPLEXITY LEVENBERG-MARQUARDT ALGORITHM FOR TENSOR CANONICAL POLYADIC DECOMPOSITION |
| Kejun Huang; University of Florida |
| Xiao Fu; Oregon State University |
| MLSP-P9.12: A MOMENT-BASED APPROACH FOR GUARANTEED TENSOR DECOMPOSITION |
| Arthur Marmin; Université Paris-Saclay, CentraleSupélec, Inria |
| Marc Castella; CNRS, Télécom SudParis, Institut Polytechnique de Paris |
| Jean-Christophe Pesquet; Université Paris-Saclay, CentraleSupélec, Inria |