conftrace_

convex constraint

12 papers

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Co-occurring keywords

regret bound (1926) convex optimization (1321) frank-wolfe method (28) shape constraint (15) constrained reinforcement learning (33) frank-wolfe algorithm (107) constraint violation (39) online gradient descent (39) safe linear bandit (3) directional optimism (1)

Papers

Directional Optimism for Safe Linear Bandits AISTATS 2024
Revisiting Projection-free Online Learning: the Strongly Convex Case AISTATS 2021
Projection Efficient Subgradient Method and Optimal Nonsmooth Frank-Wolfe Method NIPS 2020
A Single Recipe for Online Submodular Maximization with Adversarial or Stochastic Constraints NIPS 2020
Constrained episodic reinforcement learning in concave-convex and knapsack settings NIPS 2020
Gaussian Regression with Convex Constraints AISTATS 2019
Solving Large Extensive-Form Games with Strategy Constraints AAAI 2019
Reinforcement Learning with Convex Constraints NIPS 2019
Gaussian Processes with Linear Operator Inequality Constraints JMLR 2019
Generalized Linear Model Regression under Distance-to-set Penalties NIPS 2017
Iterative Hessian Sketch: Fast and Accurate Solution Approximation for Constrained Least-Squares JMLR 2016
Adaptive Algorithms for Online Convex Optimization with Long-term Constraints ICML 2016