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Optimal PAC-Bayesian classifiers and choice of SVM regularization parameter (R)

Sahu, Puja

Optimal PAC-Bayesian classifiers and choice of SVM regularization parameter (R) - Mumbai IIT 2019 - xiii,229 p. 30 cm

Thesis

Subjects--Topical Terms:
Theses and Dissertations
Calculus
Bayesian statistical decision theory
High probability bounds
Support vector machines
Boltzmann distribution
Non-convex constrained optimization problems

Universal Decimal Class. No.: 519.26 / Sah

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