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Career

· Alumni Research Professor of Computer Science, Carnegie Mellon University2003–
· Senior Systems Scientist, Robotics Institute, Carnegie Mellon University2003–
· Ph.D. in Robotics and Automation, Institute of Fundamental Technological Research, Polish Academy of Sciences1990–1999
· M.Sc. in Aircraft Engineering, Warsaw University of Technology1984–1990

Publications (19)

Exploring Representations and Interventions in Time Series Foundation Models
International Conference on Machine Learning · 2024
8
cited
TimeSeriesGym: A Scalable Benchmark for (Time Series) Machine Learning Engineering Agents
arXiv.org · 2025
7
cited
Mining intensive care vitals for leading indicators of adverse health events
2011
6
cited
Investigating Compositional Reasoning in Time Series Foundation Models
arXiv.org · 2025
5
cited
Towards Long-Context Time Series Foundation Models
arXiv.org · 2024
5
cited
A Rate-Distortion View of Uncertainty Quantification
International Conference on Machine Learning · 2024
3
cited
Bifurcation Identification for Ultrasound-driven Robotic Cannulation
IEEE/RJS International Conference on Intelligent RObots and Systems · 2024
2
cited
Signal Quality Auditing for Time-series Data
arXiv.org · 2024
2
cited
Global Deep Forecasting with Patient-Specific Pharmacokinetics
ACM Conference on Health, Inference, and Learning · 2023
1
cited
Semi automated adjudication of vital sign alerts in step-down units
Intensive Care Medicine Experimental · 2015
1
cited
STAMP: Spatial-Temporal Adapter with Multi-Head Pooling
arXiv.org · 2025
1
cited
Transferability of Neural Forecast Models
1
cited
A SAT-based approach to rigorous verification of Bayesian networks
arXiv.org · 2024
Data-Driven Discovery of Design Specifications (Student Abstract)
AAAI Conference on Artificial Intelligence · 2024
How much information is needed to predict outcomes after cardiac arrest?
Resuscitation · 2025
Mitigating Persistent Client Dropout in Asynchronous Decentralized Federated Learning
arXiv.org · 2025
Multimodal Bayesian Network for Robust Assessment of Casualties in Autonomous Triage
arXiv.org · 2025
PICSR: Prototype-Informed Cross-Silo Router for Federated Learning (Student Abstract)
AAAI Conference on Artificial Intelligence · 2024
Unveiling and Manipulating Concepts in Time Series Foundation Models
arXiv.org · 2024
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Artur Dubrawski | Researcher Profile | Sotabase | Sotabase