Stochastic Frank-Wolfe Methods for Nonconvex Optimization. Improving Weakly-Supervised Object Localization By Micro-Annotation. Using Natural Language Processing to Screen Patients with Active Heart Failure: An Exploration for Hospital-wide Surveillance. Machine Learning Techniques for Stackelberg Security Games: a Survey. Sub-pixel accuracy edge f …

VisualBackProp: efficient visualization of CNNs. Definition Modeling: Learning to define word embeddings in natural language. Playing FPS Games with Deep Reinforcement Learning. Going Deeper with Contextual CNN for Hyperspectral Image Classification. Nonparametric Spherical Topic Modeling with Word Embeddings. Exploiting sparsity to build efficient …

Learning Deep Embeddings with Histogram Loss. Formal Definitions of Unbounded Evolution and Innovation Reveal Universal Mechanisms for Open-Ended Evolution in Dynamical Systems. Pose-Selective Max Pooling for Measuring Similarity. Learning to learn by gradient descent by gradient descent. Recurrent Memory Array Structures. Minimum Regret Search for …

A Comparison Study of Nonlinear Kernels. Exploiting N-Best Hypotheses to Improve an SMT Approach to Grammatical Error Correction. Spectral learning of dynamic systems from nonequilibrium data. Multi-resource defensive strategies for patrolling games with alarm systems. Fair Algorithms for Infinite and Contextual Bandits. From line segments to more …

K-Bit-Swap: A New Operator For Real-Coded Evolutionary Algorithms. Perceptually Consistent Color-to-Gray Image Conversion. A short note on extension theorems and their connection to universal consistency in machine learning. Abducing Compliance of Incomplete Event Logs. An Empirical Evaluation of various Deep Learning Architectures for Bi-Sequence …

Multi-stage Object Detection with Group Recursive Learning. Multi-Information Source Optimization. A Critical Examination of RESCAL for Completion of Knowledge Bases with Transitive Relations. A Bayesian approach to type-specific conic fitting. Context and Interference Effects in the Combinations of Natural Concepts. 1.5 billion words Arabic Corpus …