Conformal Prediction: A Gentle Introduction

By Anastasios Nikolas Angelopoulos, Stephen Bates. Found. Trends Mach. Learn., 2023

790 citations recorded by the source corpus.

Subfields: Artificial Intelligence

View Paper: https://www.semanticscholar.org/paper/ed112ef477d496a3b45f79fc5ef466d3fe77d066

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Andy Zeng
2. Fei Xia
3. Leila Takayama
4. Dorsa Sadigh
5. Anirudha Majumdar
6. Stephen Tu
7. Peng Xu
8. Noah Brown

Citations in the corpus

• Robots That Ask For Help: Uncertainty Alignment for Large Language Model Planners (2023, background): “Know When You Don’t Know — a framework for aligning the uncertainty of LLM-based planners utilizing the theory of conformal prediction (CP) [3, 4].”