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Learning Theory from First Principles

Learning Theory from First Principles

Francis Bach

Sparse Modeling for Image and Vision Processing (Foundations and Trends

Sparse Modeling for Image and Vision Processing (Foundations and Trends

Julien Mairal

Learning with Submodular Functions: A Convex Optimization Perspective in Machine Learning

Learning with Submodular Functions: A Convex Optimization Perspective in Machine Learning

Francis Bach

Optimization with Sparsity-Inducing Penalties in Machine Learning

Optimization with Sparsity-Inducing Penalties in Machine Learning

Francis Bach

Optimization for Machine Learning

Optimization for Machine Learning

Suvrit Sra

The Rheumatic Diseases

The Rheumatic Diseases

Francis Bach

Rheumatism:its Significance in Youth and Middle Age. The Chadwick Lecture 1930.

Rheumatism:its Significance in Youth and Middle Age. The Chadwick Lecture 1930.

Francis Bach

Learning with Submodular Functions: A Convex Optimization Perspective

Learning with Submodular Functions: A Convex Optimization Perspective

Francis Bach

Optimization with Sparsity-Inducing Penalties (Foundations and Trends in Machine Learning)

Optimization with Sparsity-Inducing Penalties (Foundations and Trends in Machine Learning)

Francis Bach

Sparse Modeling for Image and Vision Processing (Foundations and Trends in Computer Graphics and Vision)

Sparse Modeling for Image and Vision Processing (Foundations and Trends in Computer Graphics and Vision)

Julien Mairal