(Bandit) Convex Optimization with Biased Noisy Gradient Oracles

(Bandit) Convex Optimization with Biased Noisy Gradient Oracles

22 September 2016

Xiaowei Hu

Csaba Szepesvári

Papers citing "(Bandit) Convex Optimization with Biased Noisy Gradient Oracles"

10 / 10 papers shown

Title
Online Episodic Convex Reinforcement Learning B. Moreno Khaled Eldowa Pierre Gaillard Margaux Brégère Nadia Oudjane OffRL 29 0 0 12 May 2025
CONGO: Compressive Online Gradient Optimization Jeremy Carleton Prathik Vijaykumar Divyanshu Saxena D. Narasimha Srinivas Shakkottai Aditya Akella 46 0 0 08 Jul 2024
Generalizing Gaussian Smoothing for Random Search Katelyn Gao Ozan Sener 24 14 0 27 Nov 2022
A Gradient Smoothed Functional Algorithm with Truncated Cauchy Random Perturbations for Stochastic Optimization Akash Mondal A. PrashanthL. S. Bhatnagar 17 2 0 30 Jul 2022
On the Convergence of SGD with Biased Gradients Ahmad Ajalloeian Sebastian U. Stich 6 83 0 31 Jul 2020
A New One-Point Residual-Feedback Oracle For Black-Box Learning and Control Yan Zhang Yi Zhou Kaiyi Ji Michael M. Zavlanos 15 40 0 18 Jun 2020
Biased Stochastic First-Order Methods for Conditional Stochastic Optimization and Applications in Meta Learning Yifan Hu Siqi Zhang Xin Chen Niao He ODL 41 54 0 25 Feb 2020
Monte Carlo Gradient Estimation in Machine Learning S. Mohamed Mihaela Rosca Michael Figurnov A. Mnih 32 397 0 25 Jun 2019
Random directions stochastic approximation with deterministic perturbations P. L. A. S. Bhatnagar Nirav Bhavsar Michael Fu Steve Marcus 16 9 0 08 Aug 2018
Optimal Distributed Online Prediction using Mini-Batches O. Dekel Ran Gilad-Bachrach Ohad Shamir Lin Xiao 177 683 0 07 Dec 2010