human expert

A Causal Target for Learning to Defer Under Hidden Confounding AAAI 2026 A Causal Framework for Evaluating Deferring Systems AISTATS 2025 Accurate and Efficient World Modeling with Masked Latent Transformers ICML 2025 Bayesian Inference for Correlated Human Experts and Classifiers ICML 2025 FLEX: Expert-level False-Less EXecution Metric for Text-to-SQL Benchmark NAACL 2025 Human-in-the-loop or AI-in-the-loop? Automate or Collaborate? AAAI 2025 RE-Bench: Evaluating Frontier AI R&D Capabilities of Language Model Agents against Human Experts ICML 2025 Enhancing Plausibility Evaluation for Generated Designs with Denoising Autoencoder ECCV 2024 Learning to Defer to a Population: A Meta-Learning Approach AISTATS 2024 Principled Bayesian Optimization in Collaboration with Human Experts NeurIPS 2024 Towards Human-AI Complementarity with Prediction Sets NeurIPS 2024 When to Act and When to Ask: Policy Learning With Deferral Under Hidden Confounding NeurIPS 2024 Improving Expert Predictions with Conformal Prediction ICML 2023