Doubly Robust Adaptive Conformal Inference for Causal Effects Under Temporal Dependence

arXiv Stat

이 뉴스, 어떠셨어요?

한 번의 탭으로 반응을 남겨요 · 로그인 불필요

CC BY

이 매체는 공공·자유 라이선스로 본문을 직접 표시합니다.

Abstract

We propose doubly robust adaptive conformal inference (DR-ACI), which constructs prediction intervals for doubly robust pseudo-outcomes under temporal dependence.

전문 보기

Doubly Robust Adaptive Conformal Inference for Causal Effects Under Temporal Dependence

이 뉴스, 어떠셨어요?

Abstract

관련 뉴스

'research' 카테고리 뉴스

Recursive Self-Evolving Agents via Held-Out Selection

Data and Evaluation Closed-Loop for Model Capability Enhancement

GPTNT: Benchmarking Real-Time Collaboration Between Multimodal Agents on Keep Talking And Nobody Explodes

arXiv의 다른 기사

Aristotelian Virtue Profiling of LLMs through Ethical Dilemmas

An AI agent for treatment reasoning over a biomedical tool universe

COMPASS: Grounding Composition-Intent Guidance in Unified Multimodal Models