Technical Program

MLSP-P11: Semi-supervised and Unsupervised Learning

Session Type: Poster
Time: Thursday, May 16, 08:00 - 10:00
Location: Poster Area G, East Landing, First Floor
Session Chair: Yue Lu, Harvard University
 
MLSP-P11.1: EE-AE: AN EXCLUSIVITY ENHANCED UNSUPERVISED FEATURE LEARNING APPROACH
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Jingcai Guo; The Hong Kong Polytechnic University
         Song Guo; The Hong Kong Polytechnic University
 
MLSP-P11.2: GENERALIZED BOUNDARY DETECTION USING COMPRESSION-BASED ANALYTICS
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Christina Ting; Sandia National Laboratories
         Richard Field; Sandia National Laboratories
         Tu-Thach Quach; Sandia National Laboratories
         Travis Bauer; Sandia National Laboratories
 
MLSP-P11.3: BINARY CLASSIFICATION ONLY FROM UNLABELED DATA BY ITERATIVE UNLABELED-UNLABELED CLASSIFICATION
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Hirotaka Kaji; Toyota Motor Corp.
         Masashi Sugiyama; RIKEN
 
MLSP-P11.4: ENTROPY-REGULARIZED OPTIMAL TRANSPORT GENERATIVE MODELS
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Dong Liu; KTH Royal Institute of Technology
         Minh Thành Vu; KTH Royal Institute of Technology
         Saikat Chatterjee; KTH Royal Institute of Technology
         Lars K. Rasmussen; KTH Royal Institute of Technology
 
MLSP-P11.5: DEEP GRAPH REGULARIZED LEARNING FOR BINARY CLASSIFICATION
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Minxiang Ye; University of Strathclyde
         Vladimir Stankovic; University of Strathclyde
         Lina Stankovic; University of Strathclyde
         Gene Cheung; York University
 
MLSP-P11.6: COMMON RANDOMIZED SHORTEST PATHS (C-RSP): A SIMPLE YET EFFECTIVE FRAMEWORK FOR MULTI-VIEW GRAPH EMBEDDING
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Anuththari Gamage; University of Illinois at Urbana-Champaign
         Brian Rappaport; Cornell University
         Shuchin Aeron; Tufts University
         Xiaozhe Hu; Tufts University
 
MLSP-P11.7: REVISITING AND IMPROVING SEMI-SUPERVISED LEARNING: A LARGE DIMENSIONAL APPROACH
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Xiaoyi Mai; CentraleSupélec, University Paris Saclay
         Romain Couillet; GIPSA-lab, University of Grenoble-Alpes
 
MLSP-P11.8: MULTIPLE SUBSPACE ALIGNMENT IMPROVES DOMAIN ADAPTATION
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Kowshik Thopalli; Arizona State University
         Rushil Anirudh; Lawrence Livermore National Laboratory
         Jayaraman J. Thiagarajan; Lawrence Livermore National Laboratory
         Pavan Turaga; Arizona State University
 
MLSP-P11.9: GRAPH FILTERING WITH MULTIPLE SHIFT MATRICES
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Jie Fan; Arizona State University
         Cihan Tepedelenlioglu; Arizona State University
         Andreas Spanias; Arizona State University
 
MLSP-P11.10: DISTRIBUTION PRESERVING NETWORK EMBEDDING
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Anyong Qin; Chongqing University
         Zhaowei Shang; Chongqing University
         Taiping Zhang; Chongqing University
         Yuan Yan Tang; University of Macau
 
MLSP-P11.11: STOCHASTIC GRADIENT DESCENT FOR SPECTRAL EMBEDDING WITH IMPLICIT ORTHOGONALITY CONSTRAINT
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Mireille El Gheche; École Polytechnique Fédérale de Lausanne
         Giovanni Chierchia; Universite Paris-Est
         Pascal Frossard; École Polytechnique Fédérale de Lausanne
 
MLSP-P11.12: JOINT STRUCTURED GRAPH LEARNING AND UNSUPERVISED FEATURE SELECTION
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Yong Peng; Hangzhou Dianzi University
         Leijie Zhang; Hangzhou Dianzi University
         Wanzeng Kong; Hangzhou Dianzi University
         Feiping Nie; Northwestern Polytechnical University
         Andrzej Cichocki; Skolkovo Institute of Science and Technology