conftrace_

online newton step

12 papers

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ONS

Co-occurring keywords · papers mentioning both

regret bound (8) online learning (5) online convex optimization (4) second-order method (3) stochastic optimization (3) newton method (2) online newton (2) linear dynamical system (2) matrix sketching (2) logarithmic regret (2)

Papers

A simple, optimal and efficient algorithm for online exp-concave optimization COLT 2026 Exploiting Curvature in Online Convex Optimization with Delayed Feedback ICML 2025 Second Order Methods for Bandit Optimization and Control COLT 2024 No-Regret Learning in Two-Echelon Supply Chain with Unknown Demand Distribution AISTATS 2023 Projection-free Online Exp-concave Optimization COLT 2023 Damped Online Newton Step for Portfolio Selection COLT 2022 Learning from Censored and Dependent Data: The case of Linear Dynamics COLT 2021 Making Non-Stochastic Control (Almost) as Easy as Stochastic NeurIPS 2020 HONES: A Fast and Tuning-free Homotopy Method For Online Newton Step AISTATS 2018 Efficient Second Order Online Learning by Sketching NeurIPS 2016 Online Stochastic Linear Optimization under One-bit Feedback ICML 2016 Beyond Logarithmic Bounds in Online Learning AISTATS 2012