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BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation


Jan 27, 2021
Jwala Dhamala, Tony Sun, Varun Kumar, Satyapriya Krishna, Yada Pruksachatkun, Kai-Wei Chang, Rahul Gupta


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Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks


Oct 08, 2020
Ansel MacLaughlin, Jwala Dhamala, Anoop Kumar, Sriram Venkatapathy, Ragav Venkatesan, Rahul Gupta


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Learning Geometry-Dependent and Physics-Based Inverse Image Reconstruction


Jul 18, 2020
Xiajun Jiang, Sandesh Ghimire, Jwala Dhamala, Zhiyuan Li, Prashnna Kumar Gyawali, Linwei Wang


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Quantifying the Uncertainty in Model Parameters Using Gaussian Process-Based Markov Chain Monte Carlo: An Application to Cardiac Electrophysiological Models


Jun 02, 2020
Jwala Dhamala, John L. Sapp, B. Milan Horácek, Linwei Wang


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High-dimensional Bayesian Optimization of Personalized Cardiac Model Parameters via an Embedded Generative Model


May 15, 2020
Jwala Dhamala, Sandesh Ghimire, John L. Sapp, B. Milan Horácek, Linwei Wang

* MICCAI 2018 

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Bayesian Optimization on Large Graphs via a Graph Convolutional Generative Model: Application in Cardiac Model Personalization


Jul 01, 2019
Jwala Dhamala, Sandesh Ghimire, John L. Sapp, B. Milan Horacek, Linwei Wang

* 9 pages, 5 figures, MICCAI 

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Generative Modeling and Inverse Imaging of Cardiac Transmembrane Potential


May 12, 2019
Sandesh Ghimire, Jwala Dhamala, Prashnna Kumar Gyawali, John L Sapp, B. Milan Horacek, Linwei Wang

* In International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 508-516. Springer, Cham, 2018 

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Improving Generalization of Deep Networks for Inverse Reconstruction of Image Sequences


Mar 05, 2019
Sandesh Ghimire, Prashnna Kumar Gyawali, Jwala Dhamala, John L Sapp, Milan Horacek, Linwei Wang

* arXiv admin note: substantial text overlap with arXiv:1810.05713 

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Multivariate Time-series Similarity Assessment via Unsupervised Representation Learning and Stratified Locality Sensitive Hashing: Application to Early Acute Hypotensive Episode Detection


Dec 04, 2018
Jwala Dhamala, Emmanuel Azuh, Abdullah Al-Dujaili, Jonathan Rubin, Una-May O'Reilly

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216 

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