Identifying relationships between drugs and medical conditions: winning experience in the Challenge 2 of the OMOP 2010 Cup

Improved Estimation of High-dimensional Ising Models

Improving the Johnson-Lindenstrauss Lemma

In All Likelihood, Deep Belief Is Not Enough

Incorporating Side Information in Probabilistic Matrix Factorization with Gaussian Processes

Increasing stability and interpretability of gene expression signatures

Independent screening for single-index hazard rate models with ultra-high dimensional features

Induction of High-level Behaviors from Problem-solving Traces using Machine Learning Tools

Inference in Hidden Markov Models with Explicit State Duration Distributions

Inference with Discriminative Posterior

Infinite Hierarchical MMSB Model for Nested Communities/Groups in Social Networks

Information Preserving Component Analysis: Data Projections for Flow Cytometry Analysis

Information, Divergence and Risk for Binary Experiments

Information-Maximization Clustering based on Squared-Loss Mutual Information

Information-theoretic lower bounds on the oracle complexity of stochastic convex optimization

Initialization Free Graph Based Clustering

Introduction to Graphical Modelling

Is the k-NN classifier in high dimensions affected by the curse of dimensionality?

Iterative Reweighted Algorithms for Sparse Signal Recovery with Temporally Correlated Source Vectors