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 |