SoloGen

Large deviations for the local fluctuations of random walks and new insights into the “randomness” of Pi http://arxiv.org/abs/1004.3713v2

Active Learning Halfspaces under Margin Assumptions http://arxiv.org/abs/1112.1556v1

Predictors for time series with energy decay on higher frequencies http://arxiv.org/abs/1112.1478v1

Information-Theoretically Optimal Compressed Sensing via Spatial Coupling and Approximate Message Passing http://arxiv.org/abs/1112.0708v1

On the question of effective sample size in network modeling http://arxiv.org/abs/1112.0840v1

Dimension adaptability of Gaussian process models with variable selection and projection

http://arxiv.org/abs/1112.0716v1

Multi-stage Convex Relaxation for Feature Selection http://arxiv.org/abs/1106.0565v2

Machine learning with operational costs

http://arxiv.org/abs/1112.0698v1