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Picture for Juan Lavista Ferres

BankNote-Net: Open dataset for assistive universal currency recognition

Apr 07, 2022
Felipe Oviedo, Srinivas Vinnakota, Eugene Seleznev, Hemant Malhotra, Saqib Shaikh, Juan Lavista Ferres

* Pre-print 

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An Artificial Intelligence Dataset for Solar Energy Locations in India

Jan 31, 2022
Anthony Ortiz, Dhaval Negandhi, Sagar R Mysorekar, Joseph Kiesecker, Shivaprakash K Nagaraju, Caleb Robinson, Priyal Bhatia, Aditi Khurana, Jane Wang, Felipe Oviedo, Juan Lavista Ferres

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Interpretable and Explainable Machine Learning for Materials Science and Chemistry

Nov 03, 2021
Felipe Oviedo, Juan Lavista Ferres, Tonio Buonassisi, Keith Butler

* Under review Accounts of Material Research 

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Retinal Microvasculature as Biomarker for Diabetes and Cardiovascular Diseases

Jul 28, 2021
Anusua Trivedi, Jocelyn Desbiens, Ron Gross, Sunil Gupta, Rahul Dodhia, Juan Lavista Ferres

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An Analysis of the Deployment of Models Trained on Private Tabular Synthetic Data: Unexpected Surprises

Jun 15, 2021
Mayana Pereira, Meghana Kshirsagar, Sumit Mukherjee, Rahul Dodhia, Juan Lavista Ferres

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A machine learning pipeline for aiding school identification from child trafficking images

Jun 09, 2021
Sumit Mukherjee, Tina Sederholm, Anthony C. Roman, Ria Sankar, Sherrie Caltagirone, Juan Lavista Ferres

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Height Estimation of Children under Five Years using Depth Images

May 04, 2021
Anusua Trivedi, Mohit Jain, Nikhil Kumar Gupta, Markus Hinsche, Prashant Singh, Markus Matiaschek, Tristan Behrens, Mirco Militeri, Cameron Birge, Shivangi Kaushik, Archisman Mohapatra, Rita Chatterjee, Rahul Dodhia, Juan Lavista Ferres

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Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary

Jan 18, 2021
Jean-Francois Rajotte, Sumit Mukherjee, Caleb Robinson, Anthony Ortiz, Christopher West, Juan Lavista Ferres, Raymond T Ng

* 10 pages, 10 figures 

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Machine Learning for Glacier Monitoring in the Hindu Kush Himalaya

Dec 09, 2020
Shimaa Baraka, Benjamin Akera, Bibek Aryal, Tenzing Sherpa, Finu Shresta, Anthony Ortiz, Kris Sankaran, Juan Lavista Ferres, Mir Matin, Yoshua Bengio

* Accepted for a spotlight talk and a poster at the Tackling Climate Change with Machine Learning workshop at NeurIPS 2020 

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MACE: A Flexible Framework for Membership Privacy Estimation in Generative Models

Sep 11, 2020
Xiyang Liu, Yixi Xu, Sumit Mukherjee, Juan Lavista Ferres

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Protecting GANs against privacy attacks by preventing overfitting

Jan 03, 2020
Sumit Mukherjee, Yixi Xu, Anusua Trivedi, Juan Lavista Ferres

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Risks of Using Non-verified Open Data: A case study on using Machine Learning techniques for predicting Pregnancy Outcomes in India

Oct 21, 2019
Anusua Trivedi, Sumit Mukherjee, Edmund Tse, Anne Ewing, Juan Lavista Ferres

* Presented at NeurIPS 2019 Workshop on Machine Learning for the Developing World 

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NonSTOP: A NonSTationary Online Prediction Method for Time Series

Aug 26, 2018
Christopher Xie, Avleen Bijral, Juan Lavista Ferres

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