Conformal Calibration: Ensuring the Reliability of Black-Box AI in Wireless Systems

12 April 2025

Papers citing "Conformal Calibration: Ensuring the Reliability of Black-Box AI in Wireless Systems"

13 / 13 papers shown

Title
Dynamic Estimation Loss Control in Variational Quantum Sensing via Online Conformal Inference I. Nikoloska Hamdi Joudeh Ruud van Sloun Osvaldo Simeone 32 0 0 29 May 2025
Mirror Online Conformal Prediction with Intermittent Feedback Bowen Wang Matteo Zecchin Osvaldo Simeone CLL 195 1 0 13 Mar 2025
Decision Theoretic Foundations for Conformal Prediction: Optimal Uncertainty Quantification for Risk-Averse Agents Shayan Kiyani George Pappas Aaron Roth Hamed Hassani 287 4 0 04 Feb 2025
Theoretical Foundations of Conformal Prediction Anastasios Nikolas Angelopoulos Rina Foygel Barber Stephen Bates 164 36 0 18 Nov 2024
What If We Had Used a Different App? Reliable Counterfactual KPI Analysis in Wireless Systems Qiushuo Hou Sangwoo Park Matteo Zecchin Yunlong Cai Guanding Yu Osvaldo Simeone 432 1 0 30 Sep 2024
Adaptive Learn-then-Test: Statistically Valid and Efficient Hyperparameter Selection Matteo Zecchin Sangwoo Park Osvaldo Simeone LM&MA 222 3 0 24 Sep 2024
Generalization and Informativeness of Conformal Prediction Matteo Zecchin Sangwoo Park Osvaldo Simeone Fredrik Hellström 161 8 0 22 Jan 2024
Forking Uncertainties: Reliable Prediction and Model Predictive Control with Sequence Models via Conformal Risk Control Matteo Zecchin Sangwoo Park Osvaldo Simeone 184 16 0 16 Oct 2023
Safe Planning in Dynamic Environments using Conformal Prediction Lars Lindemann Matthew Cleaveland Gihyun Shim George J. Pappas 175 123 0 19 Oct 2022
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control Anastasios Nikolas Angelopoulos Stephen Bates Emmanuel J. Candès Michael I. Jordan Lihua Lei 250 132 0 03 Oct 2021
Adaptive Conformal Inference Under Distribution Shift Isaac Gibbs Emmanuel Candès 171 247 0 01 Jun 2021
Intelligence and Learning in O-RAN for Data-driven NextG Cellular Networks Leonardo Bonati Salvatore D’oro Michele Polese S. Basagni Tommaso Melodia 48 252 0 02 Dec 2020
Conformal Inference of Counterfactuals and Individual Treatment Effects Lihua Lei Emmanuel J. Candès CML 162 194 0 11 Jun 2020