conftrace_

smooth optimization

11 papers

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Co-occurring keywords

convex optimization (1321) convergence rate (607) gradient descent (1144) strong convexity (59) strongly convex (89) distance matrix (11) mixed-norm regularization (4) convex classification (1) gradient computation (45) optimization theory (45)

Papers

Quantitative Convergences of Lie Group Momentum Optimizers NIPS 2024
Explicit Convergence Rates of Greedy and Random Quasi-Newton Methods JMLR 2022
Optimal and Practical Algorithms for Smooth and Strongly Convex Decentralized Optimization NIPS 2020
Blended Conditonal Gradients ICML 2019
A Richer Theory of Convex Constrained Optimization with Reduced Projections and Improved Rates ICML 2017
Limitations on Variance-Reduction and Acceleration Schemes for Finite Sums Optimization NIPS 2017
Smooth Imitation Learning for Online Sequence Prediction ICML 2016
Optimal Black-Box Reductions Between Optimization Objectives NIPS 2016
Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization NIPS 2011
Analysis of SVM with Indefinite Kernels NIPS 2009
Sparse Metric Learning via Smooth Optimization NIPS 2009