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STATS 350: Topics in Probability Theory: Probabilistic Concepts in Statistical Physics and Information Theory

Concentration of measure techniques. Mean field models for disordered systems: infinite size limit, computing the free energy, ultrametricity, dynamics. Interpolation techniques and infinite size limit in information theory and coding. May be repeated once for credit. Prerequisite: 310A or equivalent.
Terms: Spr | Units: 1-3 | Repeatable 2 times (up to 6 units total)
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