Softwares

• Trace norm regularization for the estimation of tensors [paper]
• A Bayesian Analysis of the Radioactive Releases of Fukushima (AISTATS 2012)
• Dual Augmented Lagrangian algorithm for learning low-rank matrices (M-DAL) [paper] (ICML 2010)
• Dual Augmented Lagrangian (DAL) Algorithm for Sparse Estimation
• Super-linear convergence of DAL [paper] (Optimization Workshop at NIPS 2009).
• Demo at PRMU/CVIM 2009, Sendai (in Japanese) [Translation]
• Interior-point solver for trace-norm regularized logistic regression (ICML 2007)
• Rank=2 logistic regression for single trial EEG classification (NIPS 2006)
• Interactively plot the convex conjugate of an arbitrary function

Java Applets (for fun)

• Support Vector Machine
• Point-line duality
• Reaction & Diffusion