ML Anthology

Osama, Muhammad

6 publications

TMLR 2023 Online Learning for Prediction via Covariance Fitting: Computation, Performance and Robustness Muhammad Osama, Dave Zachariah, Peter Stoica, Thomas B. Schön
NeurIPS 2020 Learning Robust Decision Policies from Observational Data Muhammad Osama, Dave Zachariah, Peter Stoica
ICML 2019 Inferring Heterogeneous Causal Effects in Presence of Spatial Confounding Muhammad Osama, Dave Zachariah, Thomas B. Schön
NeurIPS 2019 Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample Guarantees Muhammad Osama, Dave Zachariah, Peter Stoica
ICML 2018 Learning Localized Spatio-Temporal Models from Streaming Data Muhammad Osama, Dave Zachariah, Thomas Schön
ICLR 2018 Unsupervised Cipher Cracking Using Discrete GANs Aidan N. Gomez, Sicong Huang, Ivan Zhang, Bryan M. Li, Muhammad Osama, Lukasz Kaiser