Learning Localized Spatio-Temporal Models From Streaming Data. - Muhammad Osama 001; Dave Zachariah; Thomas B. Schön (ICML, 2018)

Inferring Heterogeneous Causal Effects in Presence of Spatial Confounding. - Muhammad Osama 001; Dave Zachariah; Thomas B. Schön (ICML, 2019)

Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample Guarantees. - Muhammad Osama 001; Dave Zachariah; Peter Stoica (NeurIPS, 2019)

Robust Risk Minimization for Statistical Learning. - Muhammad Osama 001; Dave Zachariah; Peter Stoica (CoRR, 2019)

Learning Robust Decision Policies from Observational Data. - Muhammad Osama 001; Dave Zachariah; Peter Stoica (NeurIPS, 2020)

Distributionally Robust Learning in Heterogeneous Contexts. - Muhammad Osama 001; Dave Zachariah; Petre Stoica (CoRR, 2021)

Robust localization in wireless networks from corrupted signals. - Muhammad Osama 001; Dave Zachariah; Satyam Dwivedi; Petre Stoica (EURASIP J. Adv. Signal Process., 2021)

Online Learning for Prediction via Covariance Fitting: Computation, Performance and Robustness. - Muhammad Osama 001; Dave Zachariah; Peter Stoica; Thomas B. Schön (Trans. Mach. Learn. Res., 2023)