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Cross-geographic Bias Detection in Toxicity Modeling


Apr 14, 2021
Sayan Ghosh, Dylan Baker, David Jurgens, Vinodkumar Prabhakaran


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Data-based Discovery of Governing Equations


Dec 21, 2020
Waad Subber, Piyush Pandita, Sayan Ghosh, Genghis Khan, Liping Wang, Roger Ghanem


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PRover: Proof Generation for Interpretable Reasoning over Rules


Oct 06, 2020
Swarnadeep Saha, Sayan Ghosh, Shashank Srivastava, Mohit Bansal

* EMNLP 2020 (15 pages) 

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Data-Informed Decomposition for Localized Uncertainty Quantification of Dynamical Systems


Aug 14, 2020
Waad Subber, Sayan Ghosh, Piyush Pandita, Yiming Zhang, Liping Wang


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A Fully Bayesian Gradient-Free Supervised Dimension Reduction Method using Gaussian Processes


Aug 08, 2020
Raphael Gautier, Piyush Pandita, Sayan Ghosh, Dimitri Mavris


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Bayesian learning of orthogonal embeddings for multi-fidelity Gaussian Processes


Aug 05, 2020
Panagiotis Tsilifis, Piyush Pandita, Sayan Ghosh, Valeria Andreoli, Thomas Vandeputte, Liping Wang


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Analysing the Extent of Misinformation in Cancer Related Tweets


Apr 02, 2020
Rakesh Bal, Sayan Sinha, Swastika Dutta, Rishabh Joshi, Sayan Ghosh, Ritam Dutt

* Proceedings of the 14th International Conference on Web and Social Media (ICWSM-20) 

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Advances in Bayesian Probabilistic Modeling for Industrial Applications


Mar 26, 2020
Sayan Ghosh, Piyush Pandita, Steven Atkinson, Waad Subber, Yiming Zhang, Natarajan Chennimalai Kumar, Suryarghya Chakrabarti, Liping Wang


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Bayesian task embedding for few-shot Bayesian optimization


Jan 02, 2020
Steven Atkinson, Sayan Ghosh, Natarajan Chennimalai-Kumar, Genghis Khan, Liping Wang

* To appear in proceedings of the AIAA SciTech 2020 Forum. 17 pages, 9 figures 

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A Strategy for Adaptive Sampling of Multi-fidelity Gaussian Process to Reduce Predictive Uncertainty


Jul 26, 2019
Sayan Ghosh, Jesper Kristensen, Yiming Zhang, Waad Subber, Liping Wang


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Affect-LM: A Neural Language Model for Customizable Affective Text Generation


Apr 22, 2017
Sayan Ghosh, Mathieu Chollet, Eugene Laksana, Louis-Philippe Morency, Stefan Scherer


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Learning Representations of Affect from Speech


Feb 14, 2016
Sayan Ghosh, Eugene Laksana, Louis-Philippe Morency, Stefan Scherer

* This is a submission for the ICLR (International Conference on Learning Representations) Workshop 2016 

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