Muhammad Osama

13 papers A* 4Journal 9

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Online Learning for Prediction via Covariance Fitting: Computation, Performance and Robustness. Trans. Mach. Learn. Res. Muhammad Osama, Dave Zachariah, Peter Stoica, Thomas B. Schön
2021	J	`jnl`	Distributionally Robust Learning in Heterogeneous Contexts. CoRR Muhammad Osama, Dave Zachariah, Petre Stoica
2021	J	`jnl`	Robust localization in wireless networks from corrupted signals. EURASIP J. Adv. Signal Process. Muhammad Osama, Dave Zachariah, Satyam Dwivedi, Petre Stoica
2020	A*	`conf`	Learning Robust Decision Policies from Observational Data. NeurIPS Muhammad Osama, Dave Zachariah, Peter Stoica
2020	J	`jnl`	Learning Robust Decision Policies from Observational Data. CoRR Muhammad Osama, Dave Zachariah, Peter Stoica
2020	J	`jnl`	Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample Guarantees. CoRR Muhammad Osama, Dave Zachariah, Petre Stoica
2020	J	`jnl`	Robust Localization in Wireless Networks From Corrupted Signals. CoRR Muhammad Osama, Dave Zachariah, Satyam Dwivedi, Petre Stoica
2019	A*	`conf`	Inferring Heterogeneous Causal Effects in Presence of Spatial Confounding. ICML Muhammad Osama, Dave Zachariah, Thomas B. Schön
2019	J	`jnl`	Inferring Heterogeneous Causal Effects in Presence of Spatial Confounding. CoRR Muhammad Osama, Dave Zachariah, Thomas B. Schön
2019	A*	`conf`	Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample Guarantees. NeurIPS Muhammad Osama, Dave Zachariah, Peter Stoica
2019	J	`jnl`	Robust Risk Minimization for Statistical Learning. CoRR Muhammad Osama, Dave Zachariah, Peter Stoica
2018	A*	`conf`	Learning Localized Spatio-Temporal Models From Streaming Data. ICML Muhammad Osama, Dave Zachariah, Thomas B. Schön
2018	J	`jnl`	Learning Localized Spatio-Temporal Models From Streaming Data. CoRR Muhammad Osama, Dave Zachariah, Thomas B. Schön