Conditional validity of inductive conformal predictors

12 September 2012

Papers citing "Conditional validity of inductive conformal predictors"

19 / 19 papers shown

Title
Conformal Prediction for Uncertainty Estimation in Drug-Target Interaction Prediction Morteza Rakhshaninejad Mira Jürgens Nicolas Dewolf Willem Waegeman 62 0 0 24 May 2025
A Generic Framework for Conformal Fairness Aditya T. Vadlamani Anutam Srinivasan Pranav Maneriker Ali Payani Srinivasan Parthasarathy FaML FedML 204 1 0 22 May 2025
CP-NCBF: A Conformal Prediction-based Approach to Synthesize Verified Neural Control Barrier Functions Manan Tayal Aditya Singh Pushpak Jagtap Shishir Kolathaya 85 2 0 18 Mar 2025
Conformal Prediction and MLLM aided Uncertainty Quantification in Scene Graph Generation Sayak Nag Udita Ghosh Sarosij Bose Calvin-Khang Ta Jiachen Li Amit K. Roy-Chowdhury 154 0 0 18 Mar 2025
Conformal Prediction Sets Can Cause Disparate Impact Jesse C. Cresswell Bhargava Kumar Yi Sui Mouloud Belbahri FaML 287 1 0 17 Feb 2025
Conformal Structured Prediction Botong Zhang Shuo Li Osbert Bastani 53 0 0 08 Oct 2024
Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering Kemal Kurniawan Bernhard Schölkopf Michael Muehlebach 113 0 0 02 Oct 2024
Quantifying Aleatoric and Epistemic Dynamics Uncertainty via Local Conformal Calibration Luís Marques Dmitry Berenson 94 0 0 12 Sep 2024
Formal Verification and Control with Conformal Prediction Lars Lindemann Yiqi Zhao Xinyi Yu George J. Pappas Jyotirmoy Deshmukh 368 16 0 31 Aug 2024
Adaptive Uncertainty Quantification for Generative AI Jungeum Kim Sean O'Hagan Veronika Rockova MedIm 244 3 0 16 Aug 2024
Automatically Adaptive Conformal Risk Control Vincent Blot Anastasios Nikolas Angelopoulos Michael I Jordan Nicolas Brunel AI4CE 213 2 0 25 Jun 2024
CONFINE: Conformal Prediction for Interpretable Neural Networks Linhui Huang S. Lala N. Jha 171 2 0 01 Jun 2024
Valid Conformal Prediction for Dynamic GNNs Ed Davis Ian Gallagher Daniel J. Lawson Patrick Rubin-Delanchy AI4CE 144 4 0 29 May 2024
Stochastic Online Conformal Prediction with Semi-Bandit Feedback Haosen Ge Hamsa Bastani Osbert Bastani 127 1 0 22 May 2024
Perceive With Confidence: Statistical Safety Assurances for Navigation with Learning-Based Perception Anushri Dixit Zhiting Mei Meghan Booker Mariko Storey-Matsutani Mariko Storey-Matsutani Allen Z. Ren Ola Shorinwa Anirudha Majumdar 149 6 0 13 Mar 2024
Introspective Planning: Aligning Robots' Uncertainty with Inherent Task Ambiguity Kaiqu Liang Zixu Zhang J. F. Fisac LLMAG 89 7 0 09 Feb 2024
Uncertainty quantification in automated valuation models with spatially weighted conformal prediction Anders Hjort G. Hermansen Johan Pensar Jonathan P. Williams 235 1 0 11 Dec 2023
Distribution Free Prediction Bands Jing Lei Larry A. Wasserman 126 26 0 24 Mar 2012
Efficient Nonparametric Conformal Prediction Regions Jing Lei J. M. Robins Larry A. Wasserman 87 19 0 06 Nov 2011