MLSP-P10: Learning Theory and Methods III |
| Session Type: Poster |
| Time: Wednesday, May 15, 16:00 - 18:00 |
| Location: Poster Area H, East Bar, First Floor |
| Session Chair: Peter Schreier, Universität Paderborn |
| MLSP-P10.1: A FAST METHOD OF COMPUTING PERSISTENT HOMOLOGY OF TIME SERIES DATA |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Shotaro Tsuji; University of Tokyo |
| Kazuyuki Aihara; University of Tokyo |
| MLSP-P10.2: ERROR BOUNDS FOR SPECTRAL CLUSTERING OVER SAMPLES FROM SPHERICAL GAUSSIAN MIXTURE MODELS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Zhaoqiang Liu; National University of Singapore |
| MLSP-P10.3: ASYMPTOTIC PERFORMANCE OF LINEAR DISCRIMINANT ANALYSIS WITH RANDOM PROJECTIONS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Khalil Elkhalil; King Abdullah University of Science and Technology |
| Abla Kammoun; King Abdullah University of Science and Technology |
| Robert Calderbank; Duke university |
| Tareq Al-Naffouri; King Abdullah University of Science and Technology |
| Mohamed-Slim Alouini; King Abdullah University of Science and Technology |
| MLSP-P10.4: EXACT RECOVERY BY SEMIDEFINITE PROGRAMMING IN THE BINARY STOCHASTIC BLOCK MODEL WITH PARTIALLY REVEALED SIDE INFORMATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Mohammad Esmaeili; The University of Texas at Dallas |
| Hussein Saad; The University of Texas at Dallas |
| Aria Nosratinia; The University of Texas at Dallas |
| MLSP-P10.5: MODELLING SAMPLE INFORMATIVENESS FOR DEEP AFFECTIVE COMPUTING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Georgios Rizos; Imperial College London |
| Björn Schuller; Imperial College London |
| MLSP-P10.6: DISCRIMINATIVE FEATURE SELECTION GUIDED DEEP CANONICAL CORRELATION ANALYSIS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Noureldin Elmadany; Ryerson university |
| Yifeng He; Ryerson university |
| Ling Guan; Ryerson university |
| MLSP-P10.7: DISTRIBUTED GRADIENT DESCENT WITH CODED PARTIAL GRADIENT COMPUTATIONS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Emre Ozfatura; Imperial College London |
| Sennur Ulukus; University of Maryland |
| Deniz Gunduz; Imperial College London |
| MLSP-P10.8: A PROJECTED NEWTON-TYPE ALGORITHM FOR NONNEGATIVE MATRIX FACTORIZATION WITH MODEL ORDER SELECTION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Paris Giampouras; National Observatory of Athens |
| Athanasios Rontogiannis; National Observatory of Athens |
| Konstantinos Koutroumbas; National Observatory of Athens |
| MLSP-P10.9: TRAINABLE TIME WARPING: ALIGNING TIME-SERIES IN THE CONTINUOUS-TIME DOMAIN |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Soheil Khorram; University of Michigan - Ann Arbor |
| Melvin McInnis; University of Michigan - Ann Arbor |
| Emily Mower Provost; University of Michigan - Ann Arbor |
| MLSP-P10.10: INFORMATION-BOTTLENECK BASED ON THE JENSEN-SHANNON DIVERGENCE WITH APPLICATIONS TO PAIRWISE CLUSTERING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Jacob Goldberger; Bar-Ilan University |
| Yaniv Opochinsky; Bar-Ilan University |
| MLSP-P10.11: GENERALIZED DISTRIBUTED DUAL COORDINATE ASCENT IN A TREE NETWORK FOR MACHINE LEARNING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Myung Cho; North Carolina State University |
| Lifeng Lai; University of California |
| Weiyu Xu; University of Iowa |