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Knowledge Capture and Replay for Continual Learning

Dec 12, 2020
Saisubramaniam Gopalakrishnan, Pranshu Ranjan Singh, Haytham Fayek, Savitha Ramasamy, Arulmurugan Ambikapathi

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Bayesian Recurrent Framework for Missing Data Imputation and Prediction with Clinical Time Series

Nov 18, 2019
Yang Guo, Zhengyuan Liu, Pavitra Krishnswamy, Savitha Ramasamy

* Machine Learning for Health (ML4H) at NeurIPS 2019 

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Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring

Apr 05, 2019
Zhengyuan Liu, Hazel Lim, Nur Farah Ain Binte Suhaimi, Shao Chuen Tong, Sharon Ong, Angela Ng, Sheldon Lee, Michael R. Macdonald, Savitha Ramasamy, Pavitra Krishnaswamy, Wai Leng Chow, Nancy F. Chen

* 8 pages. To appear in NAACL 2019 

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Predicting thermoelectric properties from crystal graphs and material descriptors - first application for functional materials

Nov 15, 2018
Leo Laugier, Daniil Bash, Jose Recatala, Hong Kuan Ng, Savitha Ramasamy, Chuan-Sheng Foo, Vijay R Chandrasekhar, Kedar Hippalgaonkar

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Autonomous Deep Learning: Incremental Learning of Denoising Autoencoder for Evolving Data Streams

Sep 24, 2018
Mahardhika Pratama, Andri Ashfahani, Yew Soon Ong, Savitha Ramasamy, Edwin Lughofer

* have been submitted to AAAI 2019 conference 

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Online Deep Learning: Growing RBM on the fly

Mar 06, 2018
Savitha Ramasamy, Kanagasabai Rajaraman, Pavitra Krishnaswamy, Vijay Chandrasekhar

* 14 pages, 4 figures, 2 tables 

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