Mathematics & Optimization

On the Theory of Variance Reduction for Stochastic Gradient Monte Carlo ICML 2018 On the Usefulness of the Speech Phase Spectrum for Pitch Extraction Interspeech 2018 On Tight Bounds for the Lasso JMLR 2018 On Truly Block Eigensolvers via Riemannian Optimization AISTATS 2018 Open Loop Execution of Tree-Search Algorithms IJCAI 2018 Opinion Diffusion and Campaigning on Society Graphs IJCAI 2018 Optimal Algorithms for Continuous Non-monotone Submodular and DR-Submodular Maximization NeurIPS 2018 Optimal Algorithms for Non-Smooth Distributed Optimization in Networks NeurIPS 2018 Optimal Bidding Strategy for Brand Advertising IJCAI 2018 Optimal Cruiser-Drone Traffic Enforcement Under Energy Limitation IJCAI 2018 Optimal Quantum Sample Complexity of Learning Algorithms JMLR 2018 Optimal Single Sample Tests for Structured versus Unstructured Network Data COLT 2018 Optimal Solution of the Generalized Dubins Interval Problem RSS 2018 Optimal Structured Light à La Carte CVPR 2018 Optimal Tuning for Divide-and-conquer Kernel Ridge Regression with Massive Data ICML 2018 Optimistic optimization of a Brownian NeurIPS 2018 Optimization, fast and slow: optimally switching between local and Bayesian optimization ICML 2018 Optimization for Approximate Submodularity NeurIPS 2018 Optimization over Continuous and Multi-dimensional Decisions with Observational Data NeurIPS 2018 Oral-Motor and Lexical Diversity During Naturalistic Conversations in Adults with Autism Spectrum Disorder NAACL 2018 Orchestrating a Network of Mereotopological Theories: An Abridged Report IJCAI 2018 Out-of-sample extension of graph adjacency spectral embedding ICML 2018 Parallel and Streaming Algorithms for K-Core Decomposition ICML 2018 Parallelised Bayesian Optimisation via Thompson Sampling AISTATS 2018 Parallelizing Stochastic Gradient Descent for Least Squares Regression: Mini-batching, Averaging, and Model Misspecification JMLR 2018