Projected Semi-Stochastic Gradient Descent Method with Mini-Batch Scheme under Weak Strong Convexity Assumption. Accent Classification with Phonetic Vowel Representation. Towards reducing the multidimensionality of OLAP cubes using the Evolutionary Algorithms and Factor Analysis Methods. Crowd collectiveness measure via graph-based node clique lear …

Scalable Adaptive Stochastic Optimization Using Random Projections. A-expansion for multiple “hedgehog” shapes. Compression and the origins of Zipf’s law for word frequencies. Sub-Linear Privacy-Preserving Near-Neighbor Search. DR-ABC: Approximate Bayesian Computation with Kernel-Based Distribution Regression. Image Credibility Analysis with Effect …

EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis. Parallel Texts in the Hebrew Bible, New Methods and Visualizations. The emotional arcs of stories are dominated by six basic shapes. An Inexact Variable Metric Proximal Point Algorithm for Generic Quasi-Newton Acceleration. DelugeNets: Deep Networks with Efficient and Fl …

Hierarchical Partitioning of the Output Space in Multi-label Data. Barzilai-Borwein Step Size for Stochastic Gradient Descent. Funnel Libraries for Real-Time Robust Feedback Motion Planning. Difficulty Adjustable and Scalable Constrained Multi-objective Test Problem Toolkit. Local Maxima in the Likelihood of Gaussian Mixture Models: Structural Resu …

Tracking Tensor Subspaces with Informative Random Sampling for Real-Time MR Imaging. KU-ISPL Language Recognition System for NIST 2015 i-Vector Machine Learning Challenge. Saliency Driven Object recognition in egocentric videos with deep CNN. Fast Predictive Image Registration. Hierarchical Latent Word Clustering. Generalized Entropies and the Simi …

On the Detection of Mixture Distributions with applications to the Most Biased Coin Problem. Distributed Averaging CNN-ELM for Big Data. A General Framework for Content-enhanced Network Representation Learning. Panoramic Structure from Motion via Geometric Relationship Detection. Explore First, Exploit Next: The True Shape of Regret in Bandit Probl …

SoftTarget Regularization: An Effective Technique to Reduce Over-Fitting in Neural Networks. OBDA Constraints for Effective Query Answering (Extended Version). High Performance Software in Multidimensional Reduction Methods for Image Processing with Application to Ancient Manuscripts. Non-Convex Projected Gradient Descent for Generalized Low-Rank T …

Deep Blur Mapping: Exploiting High-Level Semantics by Deep Neural Networks. Practical Secure Aggregation for Federated Learning on User-Held Data. Full-Time Supervision based Bidirectional RNN for Factoid Question Answering. Online Feature Selection with Group Structure Analysis. Scalable Pooled Time Series of Big Video Data from the Deep Web. Deep …

Toward Game Level Generation from Gameplay Videos. Grounding object perception in a naive agent’s sensorimotor experience. Using Social Networks to Aid Homeless Shelters: Dynamic Influence Maximization under Uncertainty - An Extended Version. Learning Kernels for Structured Prediction using Polynomial Kernel Transformations. Feature-based Recursive …