conftrace_

regularized learning

15 papers

Explore in graph

Co-occurring keywords

nash equilibrium (398) representer theorem (27) game theory (854) coarse correlated equilibrium (31) banach space (9) kernel methods (1097) multi-agent system (1819) supervised learning (434) online learning (1777) stochastic optimization (1060)

Papers

Accelerated Regularized Learning in Finite N-Person Games NIPS 2024
The Equivalence of Dynamic and Strategic Stability under Regularized Learning in Games NIPS 2023
On the Rate of Convergence of Regularized Learning in Games: From Bandits and Uncertainty to Optimism and Beyond NIPS 2021
Representer Theorems in Banach Spaces: Minimum Norm Interpolation, Regularized Learning and Semi-Discrete Inverse Problems JMLR 2021
Approximate Representer Theorems in Non-reflexive Banach Spaces ALT 2020
Generalization Bounds for Regularized Pairwise Learning IJCAI 2018
On Regularizing Rademacher Observation Losses NIPS 2016
Fast Convergence of Regularized Learning in Games NIPS 2015
Stochastic Dual Coordinate Ascent with Alternating Direction Method of Multipliers ICML 2014
Multiclass Learning with Simplex Coding NIPS 2012
Manifold Identification in Dual Averaging for Regularized Stochastic Online Learning JMLR 2012
Regularized Distance Metric Learning:Theory and Algorithm NIPS 2009
Regularized Learning with Networks of Features NIPS 2008
Generalized Regularized Least-Squares Learning with Predefined Features in a Hilbert Space NIPS 2006
Grafting: Fast, Incremental Feature Selection by Gradient Descent in Function Space JMLR 2003