Mathematics & Optimization

Simultaneous Visual Data Completion and Denoising Based on Tensor Rank and Total Variation Minimization and Its Primal-Dual Splitting Algorithm CVPR 2017 Sinusoidal Partials Tracking for Singing Analysis Using the Heuristic of the Minimal Frequency and Magnitude Difference Interspeech 2017 Sketching Meets Random Projection in the Dual: A Provable Recovery Algorithm for Big and High-dimensional Data AISTATS 2017 Sketchy Decisions: Convex Low-Rank Matrix Optimization with Optimal Storage AISTATS 2017 Skip-Gram − Zipf + Uniform = Vector Additivity ACL 2017 Sliced Wasserstein Kernel for Persistence Diagrams ICML 2017 Smooth Primal-Dual Coordinate Descent Algorithms for Nonsmooth Convex Optimization NeurIPS 2017 SnapVX: A Network-Based Convex Optimization Solver JMLR 2017 Social Attractiveness in Dialogs Interspeech 2017 Social Pressure in Opinion Games IJCAI 2017 Soft Margin Support Vector Classification as Buffered Probability Minimization JMLR 2017 Softpressure: A Schedule-Driven Backpressure Algorithm for Coping with Network Congestion IJCAI 2017 Solid Harmonic Wavelet Scattering: Predicting Quantum Molecular Energy from Invariant Descriptors of 3D Electronic Densities NeurIPS 2017 Solving Integer Linear Programs with a Small Number of Global Variables and Constraints IJCAI 2017 Solving Most Systems of Random Quadratic Equations NeurIPS 2017 Solving SDPs for synchronization and MaxCut problems via the Grothendieck inequality COLT 2017 Solving Stochastic Boolean Satisfiability under Random-Exist Quantification IJCAI 2017 Some Properties of Batch Value of Information in the Selection Problem (Extended Abstract) IJCAI 2017 Sparse Approximate Conic Hulls NeurIPS 2017 Sparse Stochastic Bandits COLT 2017 Specifying a positive threshold function via extremal points ALT 2017 Speech Enhancement Using Non-Negative Spectrogram Models with Mel-Generalized Cepstral Regularization Interspeech 2017 Speeding Up Latent Variable Gaussian Graphical Model Estimation via Nonconvex Optimization NeurIPS 2017 Spoof Detection Using Source, Instantaneous Frequency and Cepstral Features Interspeech 2017 Square Hellinger Subadditivity for Bayesian Networks and its Applications to Identity Testing COLT 2017