MLSP-P10: Learning Methods |
| Session Type: Poster |
| Time: Thursday, 7 May, 09:00 - 11:00 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chairs: Ercan Kuruoglu, Tsinghua-Berkeley Shenzhen Institute and Fedorov Igor, ARM |
| MLSP-P10.1: LEARNING DIVERSE SUB-POLICIES VIA A TASK-AGNOSTIC REGULARIZATION ON ACTION DISTRIBUTIONS. |
| Liangyu Huo; Beihang University |
| Zulin Wang; Beihang University |
| Mai Xu; Beihang University |
| Yuhang Song; University of Oxford |
| MLSP-P10.2: FEDERATED LEARNING WITH MUTUALLY COOPERATING DEVICES: A CONSENSUS APPROACH TOWARDS SERVER-LESS MODEL OPTIMIZATION |
| Stefano Savazzi; Consiglio Nazionale delle Ricerche CNR-IEIIT |
| Monica Nicoli; Politecnico di Milano |
| Vittorio Rampa; Consiglio Nazionale delle Ricerche CNR-IEIIT |
| Sanaz Kianoush; Consiglio Nazionale delle Ricerche CNR-IEIIT |
| MLSP-P10.3: NO-REGRET NON-CONVEX ONLINE META-LEARNING |
| Zhenxun Zhuang; Boston University |
| Yunlong Wang; IQVIA Inc. |
| Kezi Yu; IQVIA Inc. |
| Songtao Lu; IBM |
| MLSP-P10.4: ASYNCHROUNOUS DECENTRALIZED LEARNING OF A NEURAL NETWORK |
| Xinyue Liang; KTH Royal Institute of Technology |
| Alireza M. Javid; KTH Royal Institute of Technology |
| Mikael Skoglund; KTH Royal Institute of Technology |
| Saikat Chatterjee; KTH Royal Institute of Technology |
| MLSP-P10.5: LEARNING PERCEPTION AND PLANNING WITH DEEP ACTIVE INFERENCE |
| Ozan Çatal; Ghent University - imec |
| Tim Verbelen; Ghent University - imec |
| Johannes Nauta; Ghent University - imec |
| Cedric De Boom; Ghent University - imec |
| Bart Dhoedt; Ghent University - imec |
| MLSP-P10.6: PROJECTION FREE DYNAMIC ONLINE LEARNING |
| Deepak Singh Kalhan; Indian Institute of Technology Kanpur |
| Amrit Singh Bedi; U.S. Army Research Laboratory |
| Alec Koppel; U.S. Army Research Laboratory |
| Ketan Rajawat; Indian Institute of Technology Kanpur |
| Abhishek Kumar Gupta; Indian Institute of Technology Kanpur |
| Adrish Banerjee; Indian Institute of Technology Kanpur |
| MLSP-P10.7: LEARNING PARTIAL DIFFERENTIAL EQUATIONS FROM DATA USING NEURAL NETWORKS |
| Ali Hasan; Duke University |
| João M. Pereira; Duke University |
| Robert Ravier; Duke University |
| Sina Farsiu; Duke University |
| Vahid Tarokh; Duke University |
| MLSP-P10.8: ACTIVE LEARNING WITH UNSUPERVISED ENSEMBLES OF CLASSIFIERS |
| Panagiotis Traganitis; University of Minnesota |
| Dimitrios Berberidis; Carnegie Mellon University |
| Georgios B. Giannakis; University of Minnesota |
| MLSP-P10.9: NASIL : NEURAL ARCHITECTURE SEARCH WITH IMITATION LEARNING |
| Farzaneh S. Fard; Fluent.ai |
| Arash Rad; Fluent.ai |
| Vikrant Singh Tomar; Fluent.ai |
| MLSP-P10.10: MULTI-VIEW CLUSTERING VIA MIXED EMBEDDING APPROXIMATION |
| Danyang Wu; Northwestern Polytechnical University |
| Feiping Nie; Northwestern Polytechnical University |
| Rong Wang; Northwestern Polytechnical University |
| Xuelong Li; Northwestern Polytechnical University |
| MLSP-P10.11: SIGNAL CLUSTERING WITH CLASS-INDEPENDENT SEGMENTATION |
| Stefano Gasperini; Technische Universität München |
| Magdalini Paschali; Technische Universität München |
| Carsten Hopke; Airbus Defence and Space GmbH |
| David Wittmann; Airbus Defence and Space GmbH |
| Nassir Navab; Technische Universität München |