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ORCIDMuhammad Osama 0001
Person information
- affiliation (2022): Uppsala University, Department of Information Technology, Sweden
Other persons with the same name
- Muhammad Osama — disambiguation page
- Muhammad Osama 0002
![[0000-0003-1616-6817]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-1616-6817")
— University of California, Davis, Department of Electrical and Computer Engineering, CA, USA - Muhammad Osama 0003 (aka: Muhammad Osama Mahmoud 0003) — Eindhoven University of Technology, Netherlands (and 1 more)
- Muhammad Osama 0004 — Wattpad, Toronto, ON, Canada
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Journal Articles
- 2023
[j2]Muhammad Osama, Dave Zachariah, Peter Stoica, Thomas B. Schön:
Online Learning for Prediction via Covariance Fitting: Computation, Performance and Robustness. Trans. Mach. Learn. Res. 2023 (2023)- 2021
- [j1]Muhammad Osama, Dave Zachariah, Satyam Dwivedi, Petre Stoica:
Robust localization in wireless networks from corrupted signals. EURASIP J. Adv. Signal Process. 2021(1): 79 (2021)
Conference and Workshop Papers
- 2020
- [c4]Muhammad Osama, Dave Zachariah, Peter Stoica:
Learning Robust Decision Policies from Observational Data. NeurIPS 2020 - 2019
- [c3]Muhammad Osama, Dave Zachariah, Thomas B. Schön:
Inferring Heterogeneous Causal Effects in Presence of Spatial Confounding. ICML 2019: 4942-4950 - [c2]Muhammad Osama, Dave Zachariah, Peter Stoica:
Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample Guarantees. NeurIPS 2019: 11919-11928 - 2018
- [c1]Muhammad Osama, Dave Zachariah, Thomas B. Schön:
Learning Localized Spatio-Temporal Models From Streaming Data. ICML 2018: 3924-3932
Informal and Other Publications
- 2021
- [i7]Muhammad Osama, Dave Zachariah, Petre Stoica:
Distributionally Robust Learning in Heterogeneous Contexts. CoRR abs/2105.08532 (2021) - 2020
- [i6]Muhammad Osama, Dave Zachariah, Peter Stoica:
Learning Robust Decision Policies from Observational Data. CoRR abs/2006.02355 (2020) - [i5]Muhammad Osama, Dave Zachariah, Petre Stoica:
Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample Guarantees. CoRR abs/2007.01592 (2020) - [i4]Muhammad Osama, Dave Zachariah, Satyam Dwivedi, Petre Stoica:
Robust Localization in Wireless Networks From Corrupted Signals. CoRR abs/2010.16297 (2020) - 2019
- [i3]Muhammad Osama, Dave Zachariah, Thomas B. Schön:
Inferring Heterogeneous Causal Effects in Presence of Spatial Confounding. CoRR abs/1901.09919 (2019) - [i2]Muhammad Osama, Dave Zachariah, Peter Stoica:
Robust Risk Minimization for Statistical Learning. CoRR abs/1910.01544 (2019) - 2018
- [i1]Muhammad Osama, Dave Zachariah, Thomas B. Schön:
Learning Localized Spatio-Temporal Models From Streaming Data. CoRR abs/1802.03334 (2018)
Coauthor Index
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