**Poor starting points in machine learning**

**BinaryNet: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1**

**Turbocharging Mini-Batch K-Means**

**Big Graph Mining: Frameworks and Techniques**

**Large scale multi-objective optimization: Theoretical and practical challenges**

**DCM Bandits: Learning to Rank with Multiple Clicks**

• Spanning Trees and Mahler Measure

• Large deviations for infectious diseases models

• Asymptotic *-moments of some random Vandermonde matrices

• Combinatorial Scoring of Phylogenetic Networks

• Collaborative filtering via sparse Markov random fields

• Online Active Linear Regression via Thresholding

• Toward Optimal Feature Selection in Naive Bayes for Text Categorization

• Supplementary difference sets related to a certain class of complex spherical 2-codes

• Compliance-Aware Bandits

• On Stepwise Control of Directional Errors under Independence and Some Dependence

• A model for risk assessment of a large earthquake with application to Chilean data

• A Feature-Based Prediction Model of Algorithm Selection for Constrained Continuous Optimisation

• Semi-External Memory Sparse Matrix Multiplication on Billion-node Graphs in a Multicore Architecture

• The Role of Typicality in Object Classification: Improving The Generalization Capacity of Convolutional Neural Networks

• High order steady-state diffusion approximation of the Erlang-C system

• On the smallest eigenvalues of covariance matrices of multivariate spatial processes

• Optilization of the gyroaverage operator based on hermite interpolation

• Classification with Boosting of Extreme Learning Machine Over Arbitrarily Partitioned Data

• Robust Ensemble Classifier Combination Based on Noise Removal with One-Class SVM

• Ergodicity of Markov chain Monte Carlo with reversible proposal

• On the analysis of tuberculosis studies with intermittent missing sputum data

• Multilevel branching splitting algorithm for estimating rare event probabilities

• Identifying heterogeneous transgenerational DNA methylation sites via clustering in beta regression

• Modeling competition between two pharmaceutical drugs using innovation diffusion models

• Secure Multi-Party Computation Based Privacy Preserving Extreme Learning Machine Algorithm Over Vertically Distributed Data

• ‘Virus hunting’ using radial distance weighted discrimination

• A stochastic space-time model for intermittent precipitation occurrences

• Long time behavior of stochastic hard ball systems

• Simulation of volatility modulated Volterra processes using hyperbolic stochastic partial differential equations

• Statistical development and assessment of summary measures to account for isotopic clustering of Fourier transform mass spectrometry data in clinical diagnostic studies

• Searching PubMed for articles relevant to clinical interpretation of rare human genetic variants

• The Degree Distribution of Random Birth-and-Death Network with Network Size Decline

• Calculus of the exponent of Kurdyka-Łojasiewicz inequality and its applications to linear convergence of first-order methods

• Stable sets in {ISK4,wheel}-free graphs

• Fluctuation of matrix entries and application to outliers of elliptic matrices

• Mixing Times of Markov Chains on Degree Constrained Orientations of Planar Graphs

• The connected brain: Causality, models and intrinsic dynamics

• Weak oddness as an approximation of oddness and resistance in cubic graphs

• Spoofing detection under noisy conditions: a preliminary investigation and an initial database

• Asymptotic arbitrage in fractional mixed markets

• $q$-Bernstein functions and applications

• A Kernel Test of Goodness of Fit

• Thompson’s group $F$ is not Liouville

• Any Finite Group is the Group of Some Binary, Convex Polytope

• The world as its own best controller: a case study with anthropomimetic robots

• A local constant factor approximation for the minimum dominating set problem on bounded genus graphs

• A Convolutional Attention Network for Extreme Summarization of Source Code

• Herding as a Learning System with Edge-of-Chaos Dynamics

• Minimax Lower Bounds for Realizable Transductive Classification

• Associative Long Short-Term Memory

• The Structured Weighted Violations Perceptron Algorithm

• Bayesian nonparametric image segmentation using a generalized Swendsen-Wang algorithm

• Tutte’s invariant approach for Brownian motion reflected in the quadrant

• Flow towards diagonalization for Many-Body-Localization models : adaptation of the Toda matrix differential flow to random quantum spin chains

• On the Local Semicircular Law for Wigner Ensembles

• Point Sets with Small Integer Coordinates and with Small Convex Polygons

• Hole probability for zeroes of Gaussian Taylor series with finite radii of convergence

• Local Codes with Cooperative Repair in Distributed Storage System

• RECKONER: Read Error Corrector Based on KMC

• On the Minimum Number of Edges in Triangle-Free 5-Critical Graphs

• Barbara Made the News: Mining the Behavior of Crowds for Time-Aware Learning to Rank

• Cycle-based Cluster Variational Method for Direct and Inverse Inference

• Graphical Model Sketch

• Optimal Entry to an Irreversible Investment Plan with Non Convex Costs

• Range of (1,2) random walk in random environment

• Number of fixed points and disjoint cycles in monotone Boolean networks

• Characterizing the parent Hamiltonian for a complete set of orthogonal wave functions: An inverse quantum problem

• The facial weak order and its lattice quotients