conftrace_

strongly convex function

31 papers

Explore in graph

Co-occurring keywords

convex optimization (1321) gradient descent (1144) regret bound (1926) strongly convex (89) online learning (1777) stochastic gradient descent (1091) convergence rate (607) stochastic method (95) strong convexity (59) online gradient descent (39)

Papers

Variants of RMSProp and Adagrad with Logarithmic Regret Bounds ICML 2017
A Superlinearly-Convergent Proximal Newton-type Method for the Optimization of Finite Sums ICML 2016
A Stochastic Gradient Method with an Exponential Convergence _Rate for Finite Training Sets NIPS 2012
Mind the Duality Gap: Logarithmic regret algorithms for online optimization NIPS 2008
On the Generalization Ability of Online Strongly Convex Programming Algorithms NIPS 2008
Adaptive Online Gradient Descent NIPS 2007