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Human-AI Collaboration Enables More Empathic Conversations in Text-based Peer-to-Peer Mental Health Support



Ashish Sharma , Inna W. Lin , Adam S. Miner , David C. Atkins , Tim Althoff


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Applications and Techniques for Fast Machine Learning in Science



Allison McCarn Deiana , Nhan Tran , Joshua Agar , Michaela Blott , Giuseppe Di Guglielmo , Javier Duarte , Philip Harris , Scott Hauck , Mia Liu , Mark S. Neubauer , Jennifer Ngadiuba , Seda Ogrenci-Memik , Maurizio Pierini , Thea Aarrestad , Steffen Bahr , Jurgen Becker , Anne-Sophie Berthold , Richard J. Bonventre , Tomas E. Muller Bravo , Markus Diefenthaler , Zhen Dong , Nick Fritzsche , Amir Gholami , Ekaterina Govorkova , Kyle J Hazelwood , Christian Herwig , Babar Khan , Sehoon Kim , Thomas Klijnsma , Yaling Liu , Kin Ho Lo , Tri Nguyen , Gianantonio Pezzullo , Seyedramin Rasoulinezhad , Ryan A. Rivera , Kate Scholberg , Justin Selig , Sougata Sen , Dmitri Strukov , William Tang , Savannah Thais , Kai Lukas Unger , Ricardo Vilalta , Belinavon Krosigk , Thomas K. Warburton , Maria Acosta Flechas , Anthony Aportela , Thomas Calvet , Leonardo Cristella , Daniel Diaz , Caterina Doglioni , Maria Domenica Galati , Elham E Khoda , Farah Fahim , Davide Giri , Benjamin Hawks , Duc Hoang , Burt Holzman , Shih-Chieh Hsu , Sergo Jindariani , Iris Johnson , Raghav Kansal , Ryan Kastner , Erik Katsavounidis , Jeffrey Krupa , Pan Li , Sandeep Madireddy , Ethan Marx , Patrick McCormack , Andres Meza , Jovan Mitrevski , Mohammed Attia Mohammed , Farouk Mokhtar , Eric Moreno , Srishti Nagu , Rohin Narayan , Noah Palladino , Zhiqiang Que , Sang Eon Park , Subramanian Ramamoorthy , Dylan Rankin , Simon Rothman , Ashish Sharma , Sioni Summers , Pietro Vischia , Jean-Roch Vlimant , Olivia Weng

* 66 pages, 13 figures, 5 tables 

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Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach



Ashish Sharma , Inna W. Lin , Adam S. Miner , David C. Atkins , Tim Althoff

* Accepted for publication at WWW 2021 

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A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support



Ashish Sharma , Adam S. Miner , David C. Atkins , Tim Althoff

* Accepted for publication at EMNLP 2020 

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Embedding-based Retrieval in Facebook Search



Jui-Ting Huang , Ashish Sharma , Shuying Sun , Li Xia , David Zhang , Philip Pronin , Janani Padmanabhan , Giuseppe Ottaviano , Linjun Yang

* 9 pages, 3 figures, 3 tables, to be published in KDD '20 

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Developing and Deploying Machine Learning Pipelines against Real-Time Image Streams from the PACS



Pradeeban Kathiravelu , Ashish Sharma , Saptarshi Purkayastha , Priyanshu Sinha , Alexandre Cadrin-Chenevert , Imon Banerjee , Judy Wawira Gichoya

* Preprint submitted to Machine Learning for Healthcare 2020 (under review) 

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DeepAISE -- An End-to-End Development and Deployment of a Recurrent Neural Survival Model for Early Prediction of Sepsis



Supreeth P. Shashikumar , Christopher Josef , Ashish Sharma , Shamim Nemati


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Utilizing Automated Breast Cancer Detection to Identify Spatial Distributions of Tumor Infiltrating Lymphocytes in Invasive Breast Cancer



Han Le , Rajarsi Gupta , Le Hou , Shahira Abousamra , Danielle Fassler , Tahsin Kurc , Dimitris Samaras , Rebecca Batiste , Tianhao Zhao , Alison L. Van Dyke , Ashish Sharma , Erich Bremer , Jonas S. Almeida , Joel Saltz

* Nature Scientific Reports Submission 

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Improving Latent User Models in Online Social Media



Adit Krishnan , Ashish Sharma , Hari Sundaram


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