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

Fairness-Aware Design for Contextual Experiments: Guaranteeing Reliability and Equity in Heterogeneous Subgroups AAAI 2026
GUIDE: Towards Scalable Advising for Research Ideas ACL 2026
Integrating Inference and Experimental Design for Contextual Behavioral Model Learning AAAI 2025
LLMs for Bayesian Optimization in Scientific Domains: Are We There Yet? EMNLP 2025
On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods AAAI 2024
Data Acquisition via Experimental Design for Data Markets NIPS 2024
Empirical Design in Reinforcement Learning JMLR 2024
Amortized Bayesian Experimental Design for Decision-Making NIPS 2024
SPEED: Experimental Design for Policy Evaluation in Linear Heteroscedastic Bandits AISTATS 2024
Bayesian Adaptive Calibration and Optimal Design NIPS 2024
Targeted Sequential Indirect Experiment Design NIPS 2024
Deep Submodular Peripteral Networks NIPS 2024
Fast Proxy Experiment Design for Causal Effect Identification NIPS 2024
An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models ACL 2024
Adaptive Experimentation When You Can't Experiment NIPS 2024
OpenBox: A Python Toolkit for Generalized Black-box Optimization JMLR 2024
Non-Repeatable Experiments and Non-Reproducible Results: The Reproducibility Crisis in Human Evaluation in NLP ACL 2023
Nonmyopic Multiclass Active Search with Diminishing Returns for Diverse Discovery AISTATS 2023
Batch Bayesian Optimization For Replicable Experimental Design NIPS 2023
Experimental Designs for Heteroskedastic Variance NIPS 2023
ExPT: Synthetic Pretraining for Few-Shot Experimental Design NIPS 2023
Task-specific experimental design for treatment effect estimation ICML 2023
Multi-armed Bandit Experimental Design: Online Decision-making and Adaptive Inference AISTATS 2023
Non-stationary Experimental Design under Linear Trends NIPS 2023
Pricing Experimental Design: Causal Effect, Expected Revenue and Tail Risk ICML 2023