Sharp asymptotic and finite-sample rates of convergence of empirical measures in Wasserstein distance von WEED, JONATHAN, BACH, FRANCIS

Volltext

SimpleMKL von Rakotomamonjy, Alain, Bach, Francis, Canu, Stephane, Grandvalet, Yves

Volltext

Structured Sparsity through Convex Optimization von Bach, Francis, Jenatton, Rodolphe, Mairal, Julien, Obozinski, Guillaume

Volltext

Kernel Dimension Reduction in Regression von Fukumizu, Kenji, Bach, Francis R., Jordan, Michael I.

Volltext

Submodular functions: from discrete to continuous domains von Bach, Francis

Volltext

Adaptivity of averaged stochastic gradient descent to local strong convexity for logistic regression von Bach, Francis

Volltext

On the Equivalence between Kernel Quadrature Rules and Random Feature Expansions von Bach, Francis

Volltext

Sparse Recovery and Dictionary Learning From Nonlinear Compressive Measurements von Rencker, Lucas, Bach, Francis, Wang, Wenwu, Plumbley, Mark D.

Volltext

Information Theory With Kernel Methods von Bach, Francis

Volltext

Global alignment of protein–protein interaction networks by graph matching methods von Zaslavskiy, Mikhail, Bach, Francis, Vert, Jean-Philippe

Volltext

Duality Between Subgradient and Conditional Gradient Methods von Bach, Francis

Volltext

Sum-of-squares relaxations for polynomial min–max problems over simple sets von Bach, Francis

Volltext

NONPARAMETRIC STOCHASTIC APPROXIMATION WITH LARGE STEP-SIZES von Dieuleveut, Aymeric, Bach, Francis

Volltext

Sum-of-Squares Relaxations for Information Theory and Variational Inference von Bach, Francis

Volltext

Ask the locals: Multi-way local pooling for image recognition von Boureau, Y., Le Roux, N., Bach, F., Ponce, J., LeCun, Y.

Volltext

Minimizing finite sums with the stochastic average gradient von Schmidt, Mark, Le Roux, Nicolas, Bach, Francis

Volltext

Discriminative learned dictionaries for local image analysis von Mairal, J., Bach, F., Ponce, J., Sapiro, G., Zisserman, A.

Volltext

Automatic annotation of human actions in video von Duchenne, Olivier, Laptev, Ivan, Sivic, Josef, Bach, Francis, Ponce, Jean

Volltext

BRIDGING THE GAP BETWEEN CONSTANT STEP SIZE STOCHASTIC GRADIENT DESCENT AND MARKOV CHAINS von Dieuleveut, Aymeric, Durmus, Alain, Bach, Francis

Volltext

Self-concordant analysis for logistic regression von Bach, Francis

Volltext