Stat-Ml
A new protein binding pocket similarity measure based on comparison of 3D atom clouds: application to ligand prediction
The Cyborg Astrobiologist: Testing a Novelty-Detection Algorithm on Two Mobile Exploration Systems at Rivas Vaciamadrid in Spain and at the Mars Desert Research Station in Utah
Learning Exponential Families in High-Dimensions: Strong Convexity and Sparsity
How slow is slow? SFA detects signals that are slower than the driving force
How the initialization affects the stability of the k-means algorithm
On the conditions used to prove oracle results for the Lasso
Persistent Clustering and a Theorem of J. Kleinberg
Telling cause from effect based on high-dimensional observations
A Nonconformity Approach to Model Selection for SVMs
Rare-Allele Detection Using Compressed Se(que)nsing
Regret Bounds for Opportunistic Channel Access
Classifying Network Data with Deep Kernel Machines
Network Flow Algorithms for Structured Sparsity
PMOG: The projected mixture of Gaussians model with application to blind source separation
Bayesian inference for queueing networks and modeling of internet services
Ultrahigh dimensional variable selection: beyond the linear model
Faithfulness in Chain Graphs: The Gaussian Case
A PAC-Bayesian Analysis of Graph Clustering and Pairwise Clustering
Missing Data using Decision Forest and Computational Intelligence
NESVM: a Fast Gradient Method for Support Vector Machines
Proximal Methods for Hierarchical Sparse Coding
Structured sparsity-inducing norms through submodular functions
