Stochastic Processes and Optimization in Machine Learning – 10/03/2026
i) Stochastic Methods Rooted in Statistical Mechanics
ii) Markov Chains: Definitions of States & Transitions
iii) Stationarity & Ergodic Probabilities
iv) Global & Detailed Balance Equations
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