4 papers
TEMPORA: Efficient Verification of Metric Temporal Properties with Past in Pointwise Semantics
S. Akshay, Prerak Contractor, Paul Gastin +2
Model checking for real-timed systems is a rich and diverse topic. Among the different logics considered, Metric Interval Temporal Logic (MITL) is a powerful and commonly used logi…
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…
Presburger Functional Synthesis: Complexity and Tractable Normal Forms
S. Akshay, A. R. Balasubramanian, Supratik Chakraborty +1
Given a relational specification between inputs and outputs as a logic formula, the problem of functional synthesis is to automatically synthesize a function from inputs to outputs…
MITL Model Checking via Generalized Timed Automata and a New Liveness Algorithm
S. Akshay, Paul Gastin, R. Govind +1
The translation of Metric Interval Temporal Logic (MITL) to timed automata is a topic that has been extensively studied. A key challenge here is the conversion of future modalities…