Mathematics & Optimization

Scaling Gaussian Process Regression with Derivatives NeurIPS 2018 Scaling the Poisson GLM to massive neural datasets through polynomial approximations NeurIPS 2018 Scaling up Data Augmentation MCMC via Calibration JMLR 2018 Scheduling under Uncertainty: A Query-based Approach IJCAI 2018 Search Progress and Potentially Expanded States in Greedy Best-First Search IJCAI 2018 Seeking Practical CDCL Insights from Theoretical SAT Benchmarks IJCAI 2018 Semidefinite relaxations for certifying robustness to adversarial examples NeurIPS 2018 Semi-Oblivious Traffic Engineering: The Road Not Taken NSDI 2018 Semiparametric Contextual Bandits ICML 2018 Semi-Supervised Optimal Transport for Heterogeneous Domain Adaptation IJCAI 2018 Sequential prediction with coded side information under logarithmic loss ALT 2018 Service Exchange Problem IJCAI 2018 SGD and Hogwild! Convergence Without the Bounded Gradients Assumption ICML 2018 SGDLibrary: A MATLAB library for stochastic optimization algorithms JMLR 2018 Shampoo: Preconditioned Stochastic Tensor Optimization ICML 2018 Sharing, Protection, and Compatibility for Reconfigurable Fabric with AmorphOS OSDI 2018 Short-term Sparse Portfolio Optimization Based on Alternating Direction Method of Multipliers JMLR 2018 Signal and Noise Statistics Oblivious Orthogonal Matching Pursuit ICML 2018 Significance-based community detection in weighted networks JMLR 2018 Simple Classification Using Binary Data JMLR 2018 Simpler and Faster Algorithm for Checking the Dynamic Consistency of Conditional Simple Temporal Networks IJCAI 2018 Simple, Robust and Optimal Ranking from Pairwise Comparisons JMLR 2018 Simultaneous Clustering and Estimation of Heterogeneous Graphical Models JMLR 2018 Singing Voice Phoneme Segmentation by Hierarchically Inferring Syllable and Phoneme Onset Positions Interspeech 2018 Single-Agent Policy Tree Search With Guarantees NeurIPS 2018