Concepts and Applications of Conformal Prediction in Computational Drug Discovery

9 August 2019

Papers citing "Concepts and Applications of Conformal Prediction in Computational Drug Discovery"

14 / 14 papers shown

Title
Semiparametric conformal prediction Ji Won Park Robert Tibshirani Kyunghyun Cho 431 5 0 04 Nov 2024
Reliable Prediction Intervals with Regression Neural Networks Harris Papadopoulos H. Haralambous 393 111 0 15 Dec 2023
Reliable Prediction Errors for Deep Neural Networks Using Test-Time Dropout I. Cortés-Ciriano A. Bender OOD 108 47 0 12 Apr 2019
Bayesian semi-supervised learning for uncertainty-calibrated prediction of molecular properties and active learning Yao Zhang A. Lee 46 103 0 03 Feb 2019
KekuleScope: prediction of cancer cell line sensitivity and compound potency using convolutional neural networks trained on compound images I. Cortés-Ciriano A. Bender MedIm 77 51 0 22 Nov 2018
Aggregating Predictions on Multiple Non-disclosed Datasets using Conformal Prediction O. Spjuth L. Carlsson N. Gauraha 28 4 0 11 Jun 2018
Conformal Prediction in Learning Under Privileged Information Paradigm with Applications in Drug Discovery N. Gauraha L. Carlsson O. Spjuth 73 7 0 29 Mar 2018
Snapshot Ensembles: Train 1, get M for free Gao Huang Yixuan Li Geoff Pleiss Zhuang Liu John E. Hopcroft Kilian Q. Weinberger OOD FedML UQCV 134 951 0 01 Apr 2017
Criteria of efficiency for conformal prediction V. Vovk I. Nouretdinov Valentina Fedorova Ivan Petej A. Gammerman 60 84 0 14 Mar 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 831 9,345 0 06 Jun 2015
Regression Conformal Prediction with Nearest Neighbours Harris Papadopoulos V. Vovk A. Gammerman 323 185 0 16 Jan 2014
Conditional validity of inductive conformal predictors V. Vovk 228 418 0 12 Sep 2012
Cross-conformal predictors V. Vovk 521 205 0 03 Aug 2012
A tutorial on conformal prediction Glenn Shafer V. Vovk 452 1,149 0 21 Jun 2007