Plenaries & semi-plenaries
Plenary Speakers
Florian Jarre, Heinrich Heine Universität Düsseldorf, Germany
Shuzhong Zhang, University of Minnesota, USA
Jong-Shi Pang, University of Southern California, USA
Francis Bach, INRIA, France
- Talk Title: Nonlinear Minimization Techniques without using derivatives
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Shuzhong Zhang, University of Minnesota, USA
- Talk Title: Variants of the ADMM and Their Convergence Properties
Jong-Shi Pang, University of Southern California, USA
- Talk Title: Difference-of-Convex Optimization for Statistic Learning
Francis Bach, INRIA, France
- Talk Title: Linearly-convergent stochastic gradient algorithms
Semi-plenary Speakers
Katsuki Fujisawa, Kyushu University, Japan
Mirjam Dür, Universität Trier, Germany
Caroline Uhler, Institute of Science and Technology, Austria
Yu-hong Dai, Chinese Academy of Sciences, China
Erick Delage, HEC Montréal, Canada
Elad Hazan, Princeton University, USA
Rachel Ward, University of Texas at Austin, USA
Jonathan Kelner, MIT, USA
- Talk Title: High-performance and power-efficient computing for large-scale optimization problem
Mirjam Dür, Universität Trier, Germany
- Talk Title: Copositive Optimization
Caroline Uhler, Institute of Science and Technology, Austria
- Talk Title: Brownian Motion Tree Models: Theory and Applications
Yu-hong Dai, Chinese Academy of Sciences, China
- Talk Title: The Steepest Descent and Conjugate Gradient Methods Revisited
Erick Delage, HEC Montréal, Canada
- Talk Title: Preference robust optimization for decision making under uncertainty
Elad Hazan, Princeton University, USA
- Talk Title: Simulated Annealing with an Efficient Universal Barrier
Rachel Ward, University of Texas at Austin, USA
- Talk Title: Clustering subgaussian mixtures by semidefinite programming
Jonathan Kelner, MIT, USA
- Talk Title: Bridging the Continuous and the Combinatorial: Emerging Tools, Techniques, and Design Principles for Graph Algorithms and Convex Optimization