Mathematics & Optimization

Rule-Enhanced Penalized Regression by Column Generation using Rectangular Maximum Agreement ICML 2017 Safe Adaptive Importance Sampling NeurIPS 2017 Sample complexity of population recovery COLT 2017 Sampling from a log-concave distribution with compact support with proximal Langevin Monte Carlo COLT 2017 SAT-Based Approaches for the General High School Timetabling Problem IJCAI 2017 Scalable Convex Multiple Sequence Alignment via Entropy-Regularized Dual Decomposition AISTATS 2017 Scalable Generalized Linear Bandits: Online Computation and Hashing NeurIPS 2017 Scalable Greedy Feature Selection via Weak Submodularity AISTATS 2017 Scalable Influence Maximization for Multiple Products in Continuous-Time Diffusion Networks JMLR 2017 Scalable Planning with Tensorflow for Hybrid Nonlinear Domains NeurIPS 2017 Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation NeurIPS 2017 Scaling Submodular Maximization via Pruned Submodularity Graphs AISTATS 2017 Scene Graph Generation by Iterative Message Passing CVPR 2017 SCL: Simplifying Distributed SDN Control Planes NSDI 2017 Search Strategies as Synchronous Processes (Extended Abstract) IJCAI 2017 Second-Order Stochastic Optimization for Machine Learning in Linear Time JMLR 2017 Semantic Dependency Parsing via Book Embedding ACL 2017 Semisupervised Clustering, AND-Queries and Locally Encodable Source Coding NeurIPS 2017 Sequential Multiple Hypothesis Testing with Type I Error Control AISTATS 2017 Sharpness, Restart and Acceleration NeurIPS 2017 Sharp Oracle Inequalities for Square Root Regularization JMLR 2017 Shortest-Path Graph Kernels for Document Similarity EMNLP 2017 Sifting Common Information from Many Variables IJCAI 2017 Simple strategies for recovering inner products from coarsely quantized random projections NeurIPS 2017 Simultaneous Stereo Video Deblurring and Scene Flow Estimation CVPR 2017