conftrace_

budget constraint

57 papers

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Co-occurring keywords

regret bound (1926) online learning (1777) multi-armed bandit (1098) contextual bandit (381) approximation algorithm (630) mechanism design (340) policy learning (702) active learning (1301) online algorithm (445) submodular maximization (143)

Papers

Pre-train or Annotate? Domain Adaptation with a Constrained Budget EMNLP 2021
Towards Hybrid Human-Machine Workflow for Natural Language Generation EACL 2021
Fast Pareto Optimization for Subset Selection with Dynamic Cost Constraints IJCAI 2021
Bandits with Knapsacks beyond the Worst Case NIPS 2021
Multi-Step Budgeted Bayesian Optimization with Unknown Evaluation Costs NIPS 2021
BCORLE($\lambda$): An Offline Reinforcement Learning and Evaluation Framework for Coupons Allocation in E-commerce Market NIPS 2021
Robust Multiple-Path Orienteering Problem: Securing Against Adversarial Attacks RSS 2020
Dual Mirror Descent for Online Allocation Problems ICML 2020
Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising ICML 2020
Optimal Region Search with Submodular Maximization IJCAI 2020
FrugalML: How to use ML Prediction APIs more accurately and cheaply NIPS 2020
Cost-Effective Incentive Allocation via Structured Counterfactual Inference AAAI 2020
Contextual Constrained Learning for Dose-Finding Clinical Trials AISTATS 2020
Online Continuous DR-Submodular Maximization with Long-Term Budget Constraints AISTATS 2020
MaxHedge: Maximizing a Maximum Online AISTATS 2019
Stochastic Submodular Maximization with Performance-Dependent Item Costs AAAI 2019
Cautious Regret Minimization: Online Optimization with Long-Term Budget Constraints ICML 2019
Dynamic Measurement Scheduling for Event Forecasting using Deep RL ICML 2019
Pareto Efficient Auctions with Interest Rates AAAI 2019
Hyper-parameter Tuning under a Budget Constraint IJCAI 2019
Discrete Interventions in Hawkes Processes with Applications in Invasive Species Management IJCAI 2018
Near-Feasible Stable Matchings with Budget Constraints IJCAI 2017
Budget-Constrained Dynamics in Multiagent Systems IJCAI 2017
Linear Contextual Bandits with Knapsacks NIPS 2016
Randomization and The Pernicious Effects of Limited Budgets on Auction Experiments AISTATS 2016