MA1: Distributed Learning and Optimization over Networks |
| Session Type: Lecture |
| Time: Monday, December 16, 17:00 - 18:40 |
| Location: Salle Fort Royal |
| Session Chair: Stefan Vlaski, École Polytechnique Fédérale de Lausanne |
| MA1.1: DISTRIBUTED CHANGE DETECTION IN STREAMING GRAPH SIGNALS |
| André Ferrari, Cédric Richard, Louis Verduci, Université Côte d'Azur, France |
| MA1.2: POLYNOMIAL ESCAPE-TIME FROM SADDLE POINTS IN DISTRIBUTED NON-CONVEX OPTIMIZATION |
| Stefan Vlaski, Ali Sayed, École Polytechnique Fédérale de Lausanne, Switzerland |
| MA1.3: DISTRIBUTED ROBUST BAYESIAN CLUSTER ENUMERATION CRITERION FOR UNSUPERVISED LEARNING |
| Yani Zhang, Freweyni K. Teklehaymanot, Michael Muma, Abdelhak M. Zoubir, Technische Universität Darmstadt, Germany |
| MA1.4: DISTRIBUTED GLOBAL OPTIMIZATION BY ANNEALING |
| Brian Swenson, Princeton University, United States; Soummya Kar, Carnegie Mellon University, United States; H. Vincent Poor, Princeton University, United States; Jose M. F. Moura, Carnegie Mellon University, United States |
| MA1.5: PAC LEARNING FROM DISTRIBUTED DATA IN THE PRESENCE OF MALICIOUS NODES |
| Zhixiong Yang, Waheed Bajwa, Rutgers University–New Brunswick, United States |