Large-scale probabilistic predictors with and without guarantees of
validity

v1v2 (latest)

Large-scale probabilistic predictors with and without guarantees of validity

1 November 2015

Valentina Fedorova

ArXiv (abs)PDF HTML

Papers citing "Large-scale probabilistic predictors with and without guarantees of validity"

15 / 15 papers shown

Title
Protected Probabilistic Classification Library Ivan Petej 0 0 0 14 Sep 2025
Out-of-Sample Hydrocarbon Production Forecasting: Time Series Machine Learning using Productivity Index-Driven Features and Inductive Conformal Prediction Mohamed Hassan Abdalla Idris Jakub Marek Cebula Jebraeel Gholinezhad Shamsul Masum Hongjie Ma OOD 20 0 0 12 Aug 2025
Exploring the Impact of Explainable AI and Cognitive Capabilities on Users' Decisions Federico Maria Cau Lucio Davide Spano 123 0 0 02 May 2025
Rethinking Early Stopping: Refine, Then Calibrate Eugene Berta David Holzmüller Michael I. Jordan Francis Bach 217 2 0 31 Jan 2025
Calibrated Large Language Models for Binary Question Answering Patrizio Giovannotti Alexander Gammerman 78 1 0 01 Jul 2024
Risk-Controlling Model Selection via Guided Bayesian Optimization Bracha Laufer-Goldshtein Adam Fisch Regina Barzilay Tommi Jaakkola TPM 94 5 0 04 Dec 2023
Conformal Language Modeling Victor Quach Adam Fisch Tal Schuster Adam Yala J. Sohn Tommi Jaakkola Regina Barzilay 312 78 0 16 Jun 2023
Calibrated Explanations: with Uncertainty Information and Counterfactuals Helena Lofstrom Tuwe Lofstrom Gregory Rice Cecilia Sonstrod 136 17 0 03 May 2023
Efficiently Controlling Multiple Risks with Pareto Testing Bracha Laufer-Goldshtein Adam Fisch Regina Barzilay Tommi Jaakkola 224 16 0 14 Oct 2022
Approximate Conditional Coverage & Calibration via Neural Model Approximations A. Schmaltz Danielle Rasooly UQCV 89 0 0 28 May 2022
Calibration of Natural Language Understanding Models with Venn--ABERS Predictors Patrizio Giovannotti 172 6 0 21 May 2022
Conformal Prediction Sets with Limited False Positives Adam Fisch Tal Schuster Tommi Jaakkola Regina Barzilay 101 24 0 15 Feb 2022
Distribution-free binary classification: prediction sets, confidence intervals and calibration Chirag Gupta Aleksandr Podkopaev Aaditya Ramdas UQCV 243 87 0 18 Jun 2020
Computationally efficient versions of conformal predictive distributions V. Vovk Ivan Petej I. Nouretdinov Valery Manokhin A. Gammerman 141 40 0 03 Nov 2019
Online Isotonic Regression W. Kotłowski Wouter M. Koolen Alan Malek 122 18 0 14 Mar 2016