NIPS Proceedings^β

Simon Lacoste-Julien

7 Papers

Barrier Frank-Wolfe for Marginal Inference (2015)

On the Global Linear Convergence of Frank-Wolfe Optimization Variants (2015)

Rethinking LDA: Moment Matching for Discrete ICA (2015)

Variance Reduced Stochastic Gradient Descent with Neighbors (2015)

SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives (2014)

DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification (2008)

Structured Prediction via the Extragradient Method (2005)