conftrace_

online optimization

108 papers

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Co-occurring keywords

regret bound (1926) online learning (1777) stochastic optimization (1060) convex optimization (1321) multi-armed bandit (1098) submodular optimization (261) gradient descent (1144) bandit feedback (118) competitive ratio (74) resource allocation (251)

Papers

Discrete-Smoothness in Online Algorithms with Predictions NIPS 2023
DEFT: Dexterous Fine-Tuning for Hand Policies CORL 2023
Regularized online DR-submodular optimization UAI 2023
A Bayesian approach for bandit online optimization with switching cost UAI 2023
Constant regret for sequence prediction with limited advice ALT 2023
Riemannian Projection-free Online Learning NIPS 2023
Non-Convex Bilevel Optimization with Time-Varying Objective Functions NIPS 2023
Optimal cross-learning for contextual bandits with unknown context distributions NIPS 2023
Online Optimization over Riemannian Manifolds JMLR 2023
A gradient estimator via L1-randomization for online zero-order optimization with two point feedback NIPS 2022
A Unifying Framework for Online Optimization with Long-Term Constraints NIPS 2022
Accelerating SGD for Highly Ill-Conditioned Huge-Scale Online Matrix Completion NIPS 2022
Simple and Optimal Greedy Online Contention Resolution Schemes NIPS 2022
Adaptive Manipulation of Conductive, Nonmagnetic Objects via a Continuous Model of Magnetically Induced Force and Torque RSS 2022
Online Nonsubmodular Minimization with Delayed Costs: From Full Information to Bandit Feedback ICML 2022
Gradient and Projection Free Distributed Online Min-Max Resource Optimization L4DC 2022
OpReg-Boost: Learning to Accelerate Online Algorithms with Operator Regression L4DC 2022
Offline Vehicle Routing Problem with Online Bookings: A Novel Problem Formulation with Applications to Paratransit IJCAI 2022
Online Facility Location with Multiple Advice NIPS 2021
On Online Optimization: Dynamic Regret Analysis of Strongly Convex and Smooth Problems AAAI 2021
Stochastic Online Optimization using Kalman Recursion JMLR 2021
Global Convergence of Online Optimization for Nonlinear Model Predictive Control NIPS 2021
Online 3D Bin Packing with Constrained Deep Reinforcement Learning AAAI 2021
Non-Exponentially Weighted Aggregation: Regret Bounds for Unbounded Loss Functions ICML 2021
Safe Reinforcement Learning Using Robust Action Governor L4DC 2021