Publications
2020 |
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. |
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. |
2019 |
Trends and Focus of Machine Learning Applications for Health Research Journal Article In: JAMA network open, vol. 2, no. 10, pp. e1914051–e1914051, 2019. |
Alzheimer's Disease Brain MRI Classification: Challenges and Insights Workshop IJCAI ARIAL Workshop, 2019. |
FLARe: Forecasting by Learning Anticipated Representations Proceedings Article In: 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. |
Weakly Supervised Classification of Aortic Valve Malformations using Unlabeled Cardiac MRI Sequences Journal Article In: Nature communications, vol. 10, no. 1, pp. 1–10, 2019. |
Pedestrian Detection in Thermal Images Using Saliency Maps Workshop Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 2019, Computer Vision Foundation, 2019. |
Generative Sequential Stochastic Model for Marked Point Processes Workshop International Conference on Machine Learning (ICML) Workshops 2019, ICML Time Series Workshop, 2019. |
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. |
Personalized Student Stress Prediction with Deep Multitask Network Workshop International Conference on Machine Learning (ICML) Workshops 2019, ICML Adaptive and Multitask Learning Workshop, 2019. |
Multi-resolution Networks For Flexible Irregular Time Series Modeling (Multi-FIT) Technical Report 2019. |
A Comprehensive Study of Alzheimer's Disease Classification Using Convolutional Neural Networks Technical Report 2019. |