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cs.AI2025
Querying Labeled Time Series Data with Scenario Programs
Edward Kim, Devan Shanker, Varun Bharadwaj +5
Simulation-based testing has become a crucial complement to road testing for ensuring the safety of cyber physical systems (CPS). As a result, significant research efforts have bee…
cs.LG2025
Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models
Aniruddha Joshi, Supratik Chakraborty, S Akshay +3
Creating meaningful interpretations for black-box machine learning models involves balancing two often conflicting objectives: accuracy and explainability. Exploring the trade-off…