Machine learning and convex optimization with submodular functions Francis Bach Sierra project-team, INRIA - Ecole Normale Sup´erieure Workshop on combinatorial optimization - Cargese, 2013

Source URL: www.iasi.cnr.it

Statistical machine learning and convex optimization Francis Bach INRIA - Ecole Normale Sup´erieure, Paris, France ÉCOLE NORMALE

Source URL: www.di.ens.fr

Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization Mark Schmidt

Source URL: nicolas.le-roux.name

Hypotheses testing by convex optimization Alexander Goldenshluger ∗ Anatoli Juditsky

Source URL: arxiv.org

A Quasi-Newton Approach to Nonsmooth Convex Optimization Jin Yu S.V. N. Vishwanathan

Source URL: nic.schraudolph.org

A Stochastic Quasi-Newton Method for Online Convex Optimization Nicol N. Schraudolph Jin Yu

Source URL: jmlr.org

2 First Order Methods for Nonsmooth Convex Large-Scale Optimization, II: Utilizing Problem’s Structure

Source URL: ljk.imag.fr

Selfish routing in the presence of side constraints George Karakostas? and Stavros G. Kolliopoulos?? Department of Computing and Software, McMaster University, Hamilton, Ontario, L8S 4K1, Canada Abstract. The natural ap

Source URL: www.cas.mcmaster.ca

• Mathematical optimization
• Mathematical analysis
• Analysis
• Operations research
• Partial differential equations
• Game theory
• Price of anarchy
• Mathematics
• Variational inequality
• KarushKuhnTucker conditions
• Route assignment
• Convex optimization

Noname manuscript No. (will be inserted by the editor) Solving nonsmooth convex optimization with complexity O(ε−1/2 ) Masoud Ahookhosh · Arnold Neumaier

Source URL: www.mat.univie.ac.at

LexTOR: Lexicographic Teach Optimize and Repeat Based on User Preferences Mladen Mazuran Christoph Sprunk

Source URL: europa2.informatik.uni-freiburg.de

• Mathematical optimization
• Trajectory optimization
• Trajectory
• Convex optimization
• Model predictive control
• Collision detection
• Motion planning
• Work
• Multi-objective optimization