DIMACS Workshop on Distributed Optimization, Information Processing, and Learning
August 21 - 23, 2017
Rutgers Academic Building, West Wing, Room 1170,
15 Seminary Place, Rutgers University, New Brunswick, NJ
- Organizing Committee:
- Waheed U. Bajwa, (General Chair), Rutgers University, waheed.bajwa at rutgers.edu
- Alekh Agarwal, (Technical Co-Chair), Microsoft Research, New York, alekha at microsoft.com
- Alejandro Ribeiro, (Technical Co-Chair), University of Pennsylvania, aribeiro at seas.upenn.edu
Presented under the auspices of the
DIMACS Special Focus on Information Sharing and
Dynamic Data Analysis.
Slides:
- Mert Gurbuzbalaban, Rutgers University
When Cyclic Coordinate Descent Beats Randomized Coordinate Descent
- Mingyi Hong, Iowa State University
A Proximal Primal-Dual Algorithm for Decomposing Non-convex Nonsmooth Problems
- Usman Khan, Tufts University
Distributed Optimization Over Directed Graphs
- Na Li, Harvard University
Distributed Resource Allocation with Limited Communication
- Alex Olshevsky, Boston University
Convergence Rates in Decentralized Optimization
- Angelia Nedich, Arizona State University
Fast Distributed Algorithms for Optimization in Time-Varying Graphs
- Matthew Nokleby, Wayne State University
Distributed Approaches to Mirror Descent for Stochastic Learning over Rate-limited Networks
- Alejandro Ribeiro, University of Pennsylvania
High-order Methods In Empirical Risk Minimization
- Anand D. Sarwate, Rutgers University
Consensus and Distributed Inference Rates Using Network Divergence
- Martin Takac, Lehigh University
SARAH: A Novel Method for Machine Learning Problems Using Stochastic Recursive Gradient
- Nitin Vaidya, University of Illinois, Urbana-Champaign
Privacy and Fault-Tolerance for Distributed Optimization
- Ermin Wei, Northwestern University
Balancing Computation and Communication in Distributed Optimization
- Wotao Yin, UCLA
Asynchronous Algorithms for Conic Programs, including Optimal, Infeasible, and Unbounded Ones
- Michael Zavlanos, Duke University
Distributed Optimization Algorithms for Networked Systems
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Document last modified on August 30, 2017.