conftrace_

human expert

8 papers

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Co-occurring keywords

prediction set (57) hidden confounding (14) learning to defer (17) human-ai collaboration (117) conformal prediction (215) causal inference (1630) deferral learning (2) evaluation metric (573) human-ai interaction (202) few-shot adaptation (31)

Papers

A Causal Target for Learning to Defer Under Hidden Confounding AAAI 2026
Human-in-the-loop or AI-in-the-loop? Automate or Collaborate? AAAI 2025
FLEX: Expert-level False-Less EXecution Metric for Text-to-SQL Benchmark NAACL 2025
Principled Bayesian Optimization in Collaboration with Human Experts NIPS 2024
When to Act and When to Ask: Policy Learning With Deferral Under Hidden Confounding NIPS 2024
Learning to Defer to a Population: A Meta-Learning Approach AISTATS 2024
Towards Human-AI Complementarity with Prediction Sets NIPS 2024
Improving Expert Predictions with Conformal Prediction ICML 2023