conftrace_

experimental design

89 papers

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Co-occurring keywords

causal inference (1630) active learning (1301) bayesian optimization (624) bayesian inference (1907) submodular optimization (261) optimal design (18) greedy algorithm (242) linear bandit (124) optimal experimental design (23) treatment effect (134)

Papers

Experimental Designs for Heteroskedastic Variance NIPS 2023
ExPT: Synthetic Pretraining for Few-Shot Experimental Design NIPS 2023
Multi-task Representation Learning for Pure Exploration in Bilinear Bandits NIPS 2023
Near Instance Optimal Model Selection for Pure Exploration Linear Bandits AISTATS 2022
Nearly Optimal Algorithms for Level Set Estimation AISTATS 2022
Sample Constrained Treatment Effect Estimation NIPS 2022
An Experimental Design Approach for Regret Minimization in Logistic Bandits AAAI 2022
Cluster Randomized Designs for One-Sided Bipartite Experiments NIPS 2022
Active Learning with Safety Constraints NIPS 2022
PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits NIPS 2022
Designing Transportable Experiments Under S-admissability AISTATS 2021
Batch greedy maximization of non-submodular functions: Guarantees and applications to experimental design JMLR 2021
Efficient Balanced Treatment Assignments for Experimentation AISTATS 2021
Preregistering NLP research NAACL 2021
Synthetic Design: An Optimization Approach to Experimental Design with Synthetic Controls NIPS 2021
Near-Optimal Multi-Perturbation Experimental Design for Causal Structure Learning NIPS 2021
Implicit Deep Adaptive Design: Policy-Based Experimental Design without Likelihoods NIPS 2021
Reliable Estimates of Interpretable Cue Effects with Active Learning in Psycholinguistic Research INTERSPEECH 2021
High-dimensional Experimental Design and Kernel Bandits ICML 2021
Improved Algorithms for Agnostic Pool-based Active Classification ICML 2021
Active Learning of Continuous-time Bayesian Networks through Interventions ICML 2021
AI-Assisted Scientific Data Collection with Iterative Human Feedback AAAI 2021
Experimental Design for Regret Minimization in Linear Bandits AISTATS 2021
Recovery of Sparse Signals from a Mixture of Linear Samples ICML 2020
Kriging Prediction with Isotropic Matern Correlations: Robustness and Experimental Designs JMLR 2020