Dynamic Estimation Loss Control in Variational Quantum Sensing via Online Conformal Inference

Dynamic Estimation Loss Control in Variational Quantum Sensing via Online Conformal Inference

29 May 2025

Osvaldo Simeone

Papers citing "Dynamic Estimation Loss Control in Variational Quantum Sensing via Online Conformal Inference"

18 / 18 papers shown

Title
Conformal Calibration: Ensuring the Reliability of Black-Box AI in Wireless Systems Osvaldo Simeone Sangwoo Park Matteo Zecchin 461 2 0 12 Apr 2025
Theoretical Foundations of Conformal Prediction Anastasios Nikolas Angelopoulos Rina Foygel Barber Stephen Bates 170 36 0 18 Nov 2024
Localized Adaptive Risk Control Matteo Zecchin Osvaldo Simeone 83 10 0 13 May 2024
Online conformal prediction with decaying step sizes Anastasios Nikolas Angelopoulos Rina Foygel Barber Stephen Bates 189 24 0 02 Feb 2024
Generalization and Informativeness of Conformal Prediction Matteo Zecchin Sangwoo Park Osvaldo Simeone Fredrik Hellström 161 8 0 22 Jan 2024
Conformal PID Control for Time Series Prediction Anastasios Nikolas Angelopoulos Emmanuel J. Candes Robert Tibshirani AI4TS 198 63 0 31 Jul 2023
Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction Yunchuan Zhang Sangwoo Park Osvaldo Simeone 37 10 0 30 Jun 2023
Improved Online Conformal Prediction via Strongly Adaptive Online Learning Aadyot Bhatnagar Haiquan Wang Caiming Xiong Yu Bai AI4TS 155 52 0 15 Feb 2023
Adaptive Conformal Prediction for Motion Planning among Dynamic Agents Anushri Dixit Lars Lindemann Skylar X. Wei Matthew Cleaveland George J. Pappas J. W. Burdick 185 63 0 01 Dec 2022
Theoretical Guarantees for Permutation-Equivariant Quantum Neural Networks Louis Schatzki Martín Larocca Quynh T. Nguyen F. Sauvage M. Cerezo 51 91 0 18 Oct 2022
Few-Shot Calibration of Set Predictors via Meta-Learned Cross-Validation-Based Conformal Prediction Sangwoo Park K. Cohen Osvaldo Simeone 82 15 0 06 Oct 2022
Achieving Risk Control in Online Learning Settings Shai Feldman Liran Ringel Stephen Bates Yaniv Romano 120 29 0 18 May 2022
An Introduction to Quantum Machine Learning for Engineers Osvaldo Simeone 47 49 0 11 May 2022
Transformers Can Do Bayesian Inference Samuel G. Müller Noah Hollmann Sebastian Pineda Arango Josif Grabocka Frank Hutter BDL UQCV 71 169 0 20 Dec 2021
Learning Optimal Conformal Classifiers David Stutz Krishnamurthy Dvijotham Dvijotham A. Cemgil Arnaud Doucet 180 87 0 18 Oct 2021
Adaptive Conformal Inference Under Distribution Shift Isaac Gibbs Emmanuel Candès 173 247 0 01 Jun 2021
Attentive Neural Processes Hyunjik Kim A. Mnih Jonathan Richard Schwarz M. Garnelo S. M. Ali Eslami Dan Rosenbaum Oriol Vinyals Yee Whye Teh 88 442 0 17 Jan 2019
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 818 9,306 0 06 Jun 2015