Mathematics & Optimization

Coordinate Descent with Bandit Sampling NeurIPS 2018 Copa: Practical Delay-Based Congestion Control for the Internet NSDI 2018 Core-Guided Minimal Correction Set and Core Enumeration IJCAI 2018 Cost-aware Cascading Bandits IJCAI 2018 Counting Motifs with Graph Sampling COLT 2018 Covariate Adjusted Precision Matrix Estimation via Nonconvex Optimization ICML 2018 Creating Capsule Wardrobes From Fashion Images CVPR 2018 Curve Reconstruction via the Global Statistics of Natural Curves CVPR 2018 Customer Sharing in Economic Networks with Costs 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 DAGs with NO TEARS: Continuous Optimization for Structure Learning NeurIPS 2018 Data Amplification: A Unified and Competitive Approach to Property Estimation NeurIPS 2018 Data-Driven Inventory Management and Dynamic Pricing Competition on Online Marketplaces IJCAI 2018 Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control AISTATS 2018 Data Summarization at Scale: A Two-Stage Submodular Approach ICML 2018 Decentralize and Randomize: Faster Algorithm for Wasserstein Barycenters NeurIPS 2018 Decentralized Submodular Maximization: Bridging Discrete and Continuous Settings ICML 2018 Deconvolutional Time Series Regression: A Technique for Modeling Temporally Diffuse Effects EMNLP 2018 Deep Learning of Graph Matching CVPR 2018 Dependent Relational Gamma Process Models for Longitudinal Networks ICML 2018 Depth-Aware Stereo Video Retargeting CVPR 2018 Derivative Estimation in Random Design NeurIPS 2018 Derivative Free Optimization Via Repeated Classification AISTATS 2018 Descriptive Clustering: ILP and CP Formulations with Applications IJCAI 2018