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stat.ML2026
The Hiremath Early Detection (HED) Score: A Measure-Theoretic Evaluation Standard for Temporal Intelligence
Prakul Sunil Hiremath
We introduce the Hiremath Early Detection (HED) Score, a principled, measure-theoretic evaluation criterion for quantifying the time-value of information in systems operating over…
stat.ML2026
Learning Nonlinear Regime Transitions via Semi-Parametric State-Space Models
Prakul Sunil Hiremath
We develop a semi-parametric state-space model for time-series data with latent regime transitions. Classical Markov-switching models use fixed parametric transition functions, suc…