Fast Posterior Estimation of Cardiac Electrophysiological Model
Parameters via Bayesian Active Learning

Fast Posterior Estimation of Cardiac Electrophysiological Model Parameters via Bayesian Active Learning

13 October 2021

Md Shakil Zaman

Pradeep Bajracharya

Katherine C. Wu

Natalia A. Trayanova

Papers citing "Fast Posterior Estimation of Cardiac Electrophysiological Model Parameters via Bayesian Active Learning"

11 / 11 papers shown

Title
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal Umang Gupta Jwala Dhamala Varun Kumar Apurv Verma Yada Pruksachatkun Satyapriya Krishna Rahul Gupta Kai-Wei Chang Greg Ver Steeg Aram Galstyan 33 53 0 23 Mar 2022
Measuring Fairness of Text Classifiers via Prediction Sensitivity Satyapriya Krishna Rahul Gupta Apurv Verma Jwala Dhamala Yada Pruksachatkun Kai-Wei Chang 35 6 0 16 Mar 2022
BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation Jwala Dhamala Tony Sun Varun Kumar Satyapriya Krishna Yada Pruksachatkun Kai-Wei Chang Rahul Gupta 66 392 0 27 Jan 2021
Calibration and Uncertainty Quantification of Convective Parameters in an Idealized GCM Oliver R. A. Dunbar A. Garbuno-Iñigo T. Schneider Andrew M. Stuart 58 59 0 24 Dec 2020
Quantifying the Uncertainty in Model Parameters Using Gaussian Process-Based Markov Chain Monte Carlo: An Application to Cardiac Electrophysiological Models Jwala Dhamala J. Sapp M. Horacek Linwei Wang 22 10 0 02 Jun 2020
High-dimensional Bayesian Optimization of Personalized Cardiac Model Parameters via an Embedded Generative Model Jwala Dhamala S. Ghimire J. Sapp B. Horácek Linwei Wang 20 15 0 15 May 2020
Bayesian Optimization on Large Graphs via a Graph Convolutional Generative Model: Application in Cardiac Model Personalization Jwala Dhamala S. Ghimire J. Sapp B. Horácek Linwei Wang MedIm 63 12 0 01 Jul 2019
Bayesian optimization in ab initio nuclear physics A. Ekström C. Forssén Christos Dimitrakakis D. Dubhashi H. Johansson A. Muhammad H. Salomonsson Alexander Schliep 39 30 0 03 Feb 2019
Multivariate Time-series Similarity Assessment via Unsupervised Representation Learning and Stratified Locality Sensitive Hashing: Application to Early Acute Hypotensive Episode Detection Jwala Dhamala Emmanuel Azuh Abdullah Al-Dujaili Jonathan Rubin Una-May O’Reilly 29 6 0 14 Nov 2018
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 404 16,947 0 20 Dec 2013
Bayesian treed Gaussian process models with an application to computer modeling R. Gramacy Herbert K. H. Lee 170 679 0 24 Oct 2007

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