Publications

2020

Edmond Cunningham; Renos Zabounidis; Abhinav Agrawal; Madalina Fiterau; Daniel Sheldon

Normalizing Flows Across Dimensions Workshop

International Conference on Machine Learning (ICML) Workshops 2020, ICML 2020 Inductive biases, invariances and generalization in RL (BIG) workshop, 2020.

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Purva Pruthi; Javier González; Xiaoyu Lu; Madalina Fiterau

Structure Mapping for Transferability of Causal Models Workshop

International Conference on Machine Learning (ICML) Workshops 2020, ICML Workshop on Invertible Neural Networks, Normalizing Flows, and Explicit Likelihood Models, 2020.

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2019

Brett Beaulieu-Jones; Samuel G Finlayson; Corey Chivers; Irene Chen; Matthew McDermott; Jaz Kandola; Adrian V Dalca; Andrew Beam; Madalina Fiterau; Tristan Naumann

Trends and Focus of Machine Learning Applications for Health Research Journal Article

JAMA network open, 2 (10), pp. e1914051–e1914051, 2019.

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Yi Ren Fung; Ziqiang Guan; Ritesh Kumar; Yeahuay Joie Wu; Madalina Fiterau

Alzheimer's Disease Brain MRI Classification: Challenges and Insights Workshop

IJCAI ARIAL Workshop, 2019.

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Surya Teja Devarakonda; Yeahuay Joie Wu; Yi Ren Fung; Madalina Fiterau

FLARe: Forecasting by Learning Anticipated Representations Inproceedings

Proceedings of the Machine Learning for Healthcare Conference, MLHC 2019, 9-10 August 2019, Ann Arbor, Michigan, USA, pp. 53–65, Proceedings of Machine Learning Research, 2019.

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Jason A Fries; Paroma Varma; Vincent S Chen; Ke Xiao; Heliodoro Tejeda; Priyanka Saha; Jared Dunnmon; Henry Chubb; Shiraz Maskatia; Madalina Fiterau; Scott Delp; Euan Ashley; Christopher Ré; James R Priest

Weakly Supervised Classification of Aortic Valve Malformations using Unlabeled Cardiac MRI Sequences Journal Article

Nature communications, 10 (1), pp. 1–10, 2019.

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Debasmita Ghose; Shasvat Mukeshkumar Desai; Sneha Bhattacharya; Deep Chakraborty; Madalina Fiterau; Tauhidur Rahman

Pedestrian Detection in Thermal Images Using Saliency Maps Workshop

Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 2019, Computer Vision Foundation, 2019.

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Abhishek Sharma; Aritra Ghosh; Madalina Fiterau

Generative Sequential Stochastic Model for Marked Point Processes Workshop

International Conference on Machine Learning (ICML) Workshops 2019, ICML Time Series Workshop, 2019.

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Rheeya Uppaal; Bryon Kucharski; Bhanu Pratap; Iman Deznabi; Madalina Fiterau

Multi-resolution Attention with Signal Splitting for Multivariate Time Series Classification Workshop

International Conference on Machine Learning (ICML) Workshops 2019, ICML Time Series Workshop, 2019.

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Abhinav Shaw; Natcha Simsiri; Iman Deznaby; Madalina Fiterau; Tauhidur Rahman

Personalized Student Stress Prediction with Deep Multitask Network Workshop

International Conference on Machine Learning (ICML) Workshops 2019, ICML Adaptive and Multitask Learning Workshop, 2019.

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Bhanu Pratap Singh; Iman Deznabi; Bharath Narasimhan; Bryon Kucharski; Rheeya Uppaal; Akhila Josyula; Madalina Fiterau

Multi-resolution Networks For Flexible Irregular Time Series Modeling (Multi-FIT) Technical Report

2019.

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Ziqiang Guan; Ritesh Kumar; Yi Ren Fung; Yeahuay Wu; Madalina Fiterau

A Comprehensive Study of Alzheimer's Disease Classification Using Convolutional Neural Networks Technical Report

2019.

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