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Machine learning

a Bayesian and optimization perspective

  • Theodoridis, Sergios

Machine learning [+]

theory and applications

Machine learning

a theoretical approach

  • Natarajan, Balas K.

Quantum machine learning

what quantum computing means to data mining

  • Wittek, Peter

Machine learning

a constraint-based approach

  • Gori, Marco 1957-

A theory of learning and generalization

with applications to neural networks and control systems

  • Vidyasagar, Mathukumalli 1947

Machine learning

  • Mitchell, Tom M.

Reinforcement learning

an introduction

  • Sutton, Richard S.

Logic for learning

learning comprehensible theories from structured data

  • Lloyd, John Wylie

C4.5 [+]

programs for machine learning

  • Quinlan, John Ross

Learning with Kernels

support vector machines, regularization, optimization, and beyond

  • Scholkopf, Bernhard