conftrace_

design of experiment

7 papers

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hyperparameter optimization (2) bayesian inference (2) healthcare technology (1) medical ai (1) policy fine-tuning (1) offline data (1) self-driving laboratory (1) offline dataset (1) sequential uniform design (1) non-analytical model (1)

Papers

BoFire: Bayesian Optimization Framework Intended for Real Experiments JMLR 2025 Independent-Set Design of Experiments for Estimating Treatment and Spillover Effects under Network Interference ICLR 2024 Policy Finetuning in Reinforcement Learning via Design of Experiments using Offline Data NeurIPS 2023 Hyperparameter Optimization via Sequential Uniform Designs JMLR 2021 Myopic Posterior Sampling for Adaptive Goal Oriented Design of Experiments ICML 2019 A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms JMLR 2018 Design of Experiments for Model Discrimination Hybridising Analytical and Data-Driven Approaches ICML 2018