Robust and Compliant AI for Environmental Pollution Sciences

Università degli Studi di Pisa

Artificial Intelligence
Cycle: 42

This PhD project investigates methods to improve the robustness and compliance of multi-modal AI systems for environmental pollution sciences. It focuses on robustness to distribution shifts, degraded inputs, and out-of-distribution conditions, while also addressing uncertainty quantification, explainability, fairness, and support for human oversight in heterogeneous environmental settings.

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