Optimization

Convergent Tree Backup and Retrace with Function Approximation ICML 2018 Convex Elicitation of Continuous Properties NeurIPS 2018 Convex Optimization with Unbounded Nonconvex Oracles using Simulated Annealing COLT 2018 Coordinate Descent Faceoff: Primal or Dual? ALT 2018 Coordinate Descent with Bandit Sampling NeurIPS 2018 Correlation Tracking via Joint Discrimination and Reliability Learning CVPR 2018 Cost-aware Cascading Bandits IJCAI 2018 Covariate Adjusted Precision Matrix Estimation via Nonconvex Optimization ICML 2018 Creating Capsule Wardrobes From Fashion Images CVPR 2018 Creating Foldable Polyhedral Nets Using Evolution Control RSS 2018 CRIM's System for the MGB-3 English Multi-Genre Broadcast Media Transcription Interspeech 2018 Critical Points of Linear Neural Networks: Analytical Forms and Landscape Properties ICLR 2018 CRVI: Convex Relaxation for Variational Inference ICML 2018 Cuckoo Feature Hashing: Dynamic Weight Sharing for Sparse Analytics IJCAI 2018 Cut-Pursuit Algorithm for Regularizing Nonsmooth Functionals with Graph Total Variation ICML 2018 Cutting plane methods can be extended into nonconvex optimization COLT 2018 Cut to the Chase: A Context Zoom-in Network for Reading Comprehension EMNLP 2018 DAGs with NO TEARS: Continuous Optimization for Structure Learning NeurIPS 2018 Data center cooling using model-predictive control NeurIPS 2018 Data-Dependent Stability of Stochastic Gradient Descent ICML 2018 Data-Driven Clustering via Parameterized Lloyd's Families NeurIPS 2018 Data-driven Onboard Scheduling for an Autonomous Observation Satellite IJCAI 2018 Decipherment of Substitution Ciphers with Neural Language Models EMNLP 2018 Deconstructing RDMA-enabled Distributed Transactions: Hybrid is Better! OSDI 2018 Decorrelated Batch Normalization CVPR 2018