Distribution-Free Conformal Joint Prediction Regions for Neural Marked Temporal Point Processes

9 January 2024

Papers citing "Distribution-Free Conformal Joint Prediction Regions for Neural Marked Temporal Point Processes"

7 / 7 papers shown

Title
Rectifying Conformity Scores for Better Conditional Coverage Vincent Plassier Alexander Fishkov V. Dheur Mohsen Guizani Souhaib Ben Taieb Maxim Panov Eric Moulines 51 0 0 22 Feb 2025
Epistemic Uncertainty in Conformal Scores: A Unified Approach Luben M. C. Cabezas Vagner S. Santos Thiago Rodrigo Ramos Rafael Izbicki 43 0 0 10 Feb 2025
Distribution-Free Calibration of Statistical Confidence Sets Luben M. C. Cabezas Guilherme P. Soares Thiago Rodrigo Ramos R. Stern Rafael Izbicki 56 1 0 28 Nov 2024
Modeling Inter-Dependence Between Time and Mark in Multivariate Temporal Point Processes Govind V Waghmare Ankur Debnath Siddhartha Asthana Aakarsh Malhotra 18 6 0 27 Oct 2022
Calibrated Multiple-Output Quantile Regression with Representation Learning Shai Feldman Stephen Bates Yaniv Romano 44 32 0 02 Oct 2021
Conformal Prediction using Conditional Histograms Matteo Sesia Yaniv Romano 53 66 0 18 May 2021
Conformal prediction for time series Chen Xu Yao Xie AI4TS 33 32 0 18 Oct 2020