DeepSpark: A Spark-Based Distributed Deep Learning Framework for Commodity Clusters. Optimizing Quantiles in Preference-based Markov Decision Processes. EgoReID: Cross-view Self-Identification and Human Re-identification in Egocentric and Surveillance Videos. Learning Over Long Time Lags. Bayesian Variable Selection for Globally Sparse Probabilisti …

Deep neural networks can be improved using human-derived contextual expectations. An Integrated Recommender Algorithm for Rating Prediction. Kronecker Determinantal Point Processes. FusionNet: A deep fully residual convolutional neural network for image segmentation in connectomics. $\ell_1$ Adaptive Trend Filter via Fast Coordinate Descent. Hierar …

A Projective Simulation Scheme for Partially-Observable Multi-Agent Systems. Distance for Functional Data Clustering Based on Smoothing Parameter Commutation. Learning Simple Auctions. Estimating Probability Distributions using “Dirac” Kernels (via Rademacher-Walsh Polynomial Basis Functions). Sparse Signal Subspace Decomposition Based on Adaptive …