Conformal Prediction via Regression-as-Classification

Conformal Prediction via Regression-as-Classification

12 April 2024

Shlok Natarajan

Thomas Möllenhoff

Mohammad Emtiyaz Khan

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Papers citing "Conformal Prediction via Regression-as-Classification"

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Title
Synergistic Feature Fusion for Latent Lyrical Classification: A Gated Deep Learning Architecture M. A. Gameiro 29 0 0 11 Nov 2025
Analyzing Uncertainty of LLM-as-a-Judge: Interval Evaluations with Conformal Prediction Huanxin Sheng Xinyi Liu Hangfeng He Jieyu Zhao Jian Kang ELM 95 1 0 23 Sep 2025
Approximating Full Conformal Prediction for Neural Network Regression with Gauss-Newton InfluenceInternational Conference on Learning Representations (ICLR), 2025 Dharmesh Tailor Alvaro H.C. Correia Eric Nalisnick Christos Louizos 173 2 0 27 Jul 2025
Non-exchangeable Conformal Prediction with Optimal Transport: Tackling Distribution Shifts with Unlabeled Data Alvaro H.C. Correia Christos Louizos 171 0 0 14 Jul 2025
CARE: Confidence-Aware Regression Estimation of building density fine-tuning EO Foundation Models Nikolaos Dionelis Jente Bosmans Alessandra Feliciotti 499 0 0 19 Feb 2025
Multivariate Conformal Prediction using Optimal Transport Stephen Zhang Louis Béthune Eugène Ndiaye Marco Cuturi OT 328 12 0 05 Feb 2025
Conformal Thresholded Intervals for Efficient RegressionAAAI Conference on Artificial Intelligence (AAAI), 2024 Rui Luo Zhixin Zhou 608 10 0 03 Jan 2025
Average-Over-Time Spiking Neural Networks for Uncertainty Estimation in Regression Tao Sun Sander M. Bohté UQCV BDL 358 0 0 29 Nov 2024
Conformal Prediction for Multimodal Regression Alexis Bose Jonathan Ethier Paul Guinand 112 0 0 25 Oct 2024
From Conformal Predictions to Confidence Regions Charles Guille-Escuret Eugene Ndiaye 175 3 0 28 May 2024