Piecewise Deterministic Markov Processes for Continuous-Time Monte Carlo. Generalized Root Models: Beyond Pairwise Graphical Models for Univariate Exponential Families. Sparse Graphical Representation based Discriminant Analysis for Heterogeneous Face Recognition. Temporal Feature Selection on Networked Time Series. LSTM-Based Predictions for Proac …

Robust Learning of Fixed-Structure Bayesian Networks. Frankenstein: Learning Deep Face Representations using Small Data. Fast Cosine Transform to increase speed-up and efficiency of Karhunen-Loeve Transform for lossy image compression. INSIGHT-1 at SemEval-2016 Task 4: Convolutional Neural Networks for Sentiment Classification and Quantification. B …