Department of Information Technology

Publications

[C1] Muhammad Osama, Dave Zachariah, Thomas B. Schön, Learning Localized Spatio-Temporal Models From Streaming Data. Proceedings of the 35th International Conference on Machine Learning, Stockholm, 2018. PDF on PMLR. Code on GitHub. Video at [1]. Poster. Presentation.

[C2] Muhammad Osama, Dave Zachariah, Thomas B. Schön, Inferring Heterogeneous Causal Effects in Presence of Spatial Confounding.Proceedings of the 36th International Conference on Machine Learning, Long Beach, California, PMLR 97, 2019. PDF on PMLR. Code on GitHub

Coursework

1) Sequential Monte Carlo (6 credits)
2) Matrix Algebra (10 credits)
3) Probabilistic Machine Learning (8 credits)
4) Statistical Estimation Theory (9 credits)
5) Reinforcement Learning (5 credits)
6) Convex Optimization

Updated  2019-05-29 17:09:28 by Muhammad Osama.