Mathematics & Optimization

Sparsity, variance and curvature in multi-armed bandits ALT 2018 Spatio-temporal Bayesian On-line Changepoint Detection with Model Selection ICML 2018 Speaker Activity Detection and Minimum Variance Beamforming for Source Separation Interspeech 2018 Speaker Recognition with Nonlinear Distortion: Clipping Analysis and Impact Interspeech 2018 Spectral Algorithms for Computing Fair Support Vector Machines AISTATS 2018 Spectral Filtering for General Linear Dynamical Systems NeurIPS 2018 Spectrally Approximating Large Graphs with Smaller Graphs ICML 2018 Speech Database and Protocol Validation Using Waveform Entropy Interspeech 2018 Speech Enhancement Using the Minimum-probability-of-error Criterion Interspeech 2018 Speeding Up Neural Machine Translation Decoding by Cube Pruning EMNLP 2018 SPIDER: Near-Optimal Non-Convex Optimization via Stochastic Path-Integrated Differential Estimator NeurIPS 2018 Stackelberg Security Games: Looking Beyond a Decade of Success IJCAI 2018 Statistical Analysis and Parameter Selection for Mapper JMLR 2018 Statistical Inference on Random Dot Product Graphs: a Survey JMLR 2018 Statistically Efficient Estimation for Non-Smooth Probability Densities AISTATS 2018 Statistical Sparse Online Regression: A Diffusion Approximation Perspective AISTATS 2018 Steering Social Activity: A Stochastic Optimal Control Point Of View JMLR 2018 Stein Points ICML 2018 Step Size Matters in Deep Learning NeurIPS 2018 Stochastic algorithms for entropy-regularized optimal transport problems AISTATS 2018 Stochastic Anytime Search for Bounding Marginal MAP IJCAI 2018 Stochastic Chebyshev Gradient Descent for Spectral Optimization NeurIPS 2018 Stochastic Composite Mirror Descent: Optimal Bounds with High Probabilities NeurIPS 2018 Stochastic Cubic Regularization for Fast Nonconvex Optimization NeurIPS 2018 Stochastic Expectation Maximization with Variance Reduction NeurIPS 2018