Muhammad Osama

According to our database, Muhammad Osama authored at least 8 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2023

Online Learning for Prediction via Covariance Fitting: Computation, Performance and Robustness.

Muhammad Osama, Dave Zachariah, Peter Stoica, Thomas B. Schön

Trans. Mach. Learn. Res., 2023

2021

Robust localization in wireless networks from corrupted signals.

Muhammad Osama, Dave Zachariah, Satyam Dwivedi, Petre Stoica

EURASIP J. Adv. Signal Process., 2021

Distributionally Robust Learning in Heterogeneous Contexts.

Muhammad Osama, Dave Zachariah, Petre Stoica

CoRR, 2021

2020

Learning Robust Decision Policies from Observational Data.

Muhammad Osama, Dave Zachariah, Peter Stoica

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Robust Risk Minimization for Statistical Learning.

Muhammad Osama, Dave Zachariah, Peter Stoica

CoRR, 2019

Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample Guarantees.

Muhammad Osama, Dave Zachariah, Peter Stoica

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Inferring Heterogeneous Causal Effects in Presence of Spatial Confounding.

Muhammad Osama, Dave Zachariah, Thomas B. Schön

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Learning Localized Spatio-Temporal Models From Streaming Data.

Muhammad Osama, Dave Zachariah, Thomas B. Schön

Proceedings of the 35th International Conference on Machine Learning, 2018