MLSP-P11: Neural Networks and Pattern Recognition |
| Session Type: Poster |
| Time: Thursday, 7 May, 11:30 - 13:30 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chair: Wee Peng Tay, Nanyang Technological University |
| MLSP-P11.1: MANGO: A PYTHON LIBRARY FOR PARALLEL HYPERPARAMETER TUNING |
| Sandeep Singh Sandha; University of California, Los Angeles |
| Mohit Aggarwal; Arm |
| Igor Fedorov; Arm |
| Mani Srivastava; University of California, Los Angeles |
| MLSP-P11.2: ANYTIME MINIBATCH WITH DELAYED GRADIENTS: SYSTEM PERFORMANCE AND CONVERGENCE ANALYSIS |
| Haider Al-Lawati; University of Toronto |
| Stark Draper; University of Toronto |
| MLSP-P11.3: ON EXPONENTIALLY CONSISTENCY OF LINKAGE-BASED HIERARCHICAL CLUSTERING ALGORITHM USING KOLMOGROV-SMIRNOV DISTANCE |
| Tiexing Wang; Syracuse University |
| Yang Liu; Syracuse University |
| Biao Chen; Syracuse University |
| MLSP-P11.5: A NEURAL NETWORK BASED ON FIRST PRINCIPLES |
| Paul Baggenstoss; Fraunhofer FKIE |
| MLSP-P11.6: AL2: PROGRESSIVE ACTIVATION LOSS FOR LEARNING GENERAL REPRESENTATIONS IN CLASSIFICATION NEURAL NETWORKS |
| Majed El Helou; Ecole Polytechnique Fédérale de Lausanne (EPFL) |
| Frederike Dümbgen; Ecole Polytechnique Fédérale de Lausanne (EPFL) |
| Sabine Süsstrunk; Ecole Polytechnique Fédérale de Lausanne (EPFL) |
| MLSP-P11.7: LABEL PROPAGATION ADAPTIVE RESONANCE THEORY FOR SEMI-SUPERVISED CONTINUOUS LEARNING |
| Taehyeong Kim; Seoul National University |
| Injune Hwang; Seoul National University |
| Gi-Cheon Kang; Seoul National University |
| Won-Seok Choi; Seoul National University |
| Hyunseo Kim; Seoul National University |
| Byoung-Tak Zhang; Seoul National University |
| MLSP-P11.8: A PROBABILISTIC SCHEME FOR REPRESENTATION LEARNING WITH RADIAL TRANSFORM IMAGES |
| Hojjat Salehinejad; University of Toronto |
| Shahrokh Valaee; University of Toronto |
| MLSP-P11.9: PERCEPTION-DISTORTION TRADE-OFF WITH RESTRICTED BOLTZMANN MACHINES |
| Chris Cannella; Duke University |
| Jie Ding; University of Minnesota |
| Mohammadreza Soltani; Duke University |
| Yi Zhou; University of Utah |
| Vahid Tarokh; Duke University |
| MLSP-P11.10: AN EFFICIENT ALTERNATIVE TO NETWORK PRUNING THROUGH ENSEMBLE LEARNING |
| Martin Pöllot; Friedrich-Alexander Universität Erlangen-Nürnberg |
| Rui Zhang; Friedrich-Alexander Universität Erlangen-Nürnberg |
| André Kaup; Friedrich-Alexander Universität Erlangen-Nürnberg |
| MLSP-P11.11: A NOVEL PRUNING APPROACH FOR BAGGING ENSEMBLE REGRESSION BASED ON SPARSE REPRESENTATION |
| Amir Ehsan Khorashadi-Zadeh; Sharif University of Technology |
| Massoud Babaie-Zadeh; Sharif University of Technology |
| Christian Jutten; University Grenoble Alpes |
| MLSP-P11.12: K-AUTOENCODERS DEEP CLUSTERING |
| Yaniv Opochinsky; Bar-Ilan University |
| Shlomo E. Chazan; Bar-Ilan University |
| Sharon Gannot; Bar-Ilan University |
| Jacob Goldberger; Bar-Ilan University |