TMTSP-SS3: Robust Learning for Structured and High-Dimensional Data
Fri, 4 Sep, 10:30 - 12:30
Location: Studio 1
Session Type: Lecture
Session Chair: Michael Muma, Technische Universität Darmstadt
Track: 20: Robust Learning for Structured and High-Dimensional Data
Fri, 4 Sep, 10:30 - 10:50

TMTSP-SS3.1: BAYESIAN ESTIMATION FOR THE BIVARIATE MULTIFRACTAL SPECTRUM FROM INCOMPLETE DATA
Lorena Leon, Univ. Grenoble Alpes, CNRS, Grenoble-INP, GIPSA-lab, France; Patrice Abry, CNRS, ENS de Lyon, Laboratoire de Physique, France; Herwig Wendt, CNRS, IRIT, University of Toulouse, France
Fri, 4 Sep, 10:50 - 11:10

TMTSP-SS3.2: ROBUST BAYESIAN REGISTRATION OF 2D-3D SEMANTIC POINT CLOUDS WITH PROBABILISTIC DATA ASSOCIATION
Younes Boutiyarzist, ISAE SUPAERO/TeSA/Collins Aerospace, France; Jean-Yves Tourneret, IRIT-ENSEEIHT/TeSA, France; François Vincent, ISAE SUPAERO, France; Philippe Salmon, Collins Aerospace, France
Fri, 4 Sep, 11:10 - 11:30

TMTSP-SS3.3: TR-ADMM: AN INEXACT ADMM BASED ROBUST TENSOR RING DECOMPOSITION FOR VIDEO FOREGROUND DETECTION
Ngoc Hai To, Thanh Trung Le, VNU University of Engineering and Technology, Vietnam National University, Hanoi, Viet Nam; Viet-Dung Nguyen, ENSTA Bretagne, France; Linh Trung Nguyen, VNU University of Engineering and Technology, Vietnam National University, Hanoi, France; Karim Abed-Meraim, University of Orleans, France
Fri, 4 Sep, 11:30 - 11:50

TMTSP-SS3.4: Dummy-Controlled Model Selection for High-Dimensional Gaussian Graph Learning
Helena Mehler, Taulant Koka, Michael Muma, Technische Universität Darmstadt, Germany
Fri, 4 Sep, 11:50 - 12:10

TMTSP-SS3.5: MAJORIZATION-MINIMIZATION COVARIANCE LEARNING ALGORITHM FOR SPARSE SIGNAL RECOVERY
Majdoddin Esfandiari, Esa Ollila, Aalto University, Finland; Daniel P. Palomar, The Hong Kong University of Science and Technology, China
Fri, 4 Sep, 12:10 - 12:30

TMTSP-SS3.6: JOINT SIMPLICIAL COMPLEX LEARNING VIA BINARY LINEAR PROGRAMMING
Varun Sarathchandran, Geert Leus, Delft University of Technology, Netherlands