Mathematics & Optimization

A Spectro-Temporal Demodulation Technique for Pitch Estimation Interspeech 2017 A Study of Lagrangean Decompositions and Dual Ascent Solvers for Graph Matching CVPR 2017 A Study of Unrestricted Abstract Argumentation Frameworks IJCAI 2017 A Study on Trust Region Update Rules in Newton Methods for Large-scale Linear Classification ACML 2017 A survey of Algorithms and Analysis for Adaptive Online Learning JMLR 2017 Asymptotically exact inference in differentiable generative models AISTATS 2017 Asynchronous Coordinate Descent under More Realistic Assumptions NeurIPS 2017 Asynchronous Parallel Coordinate Minimization for MAP Inference NeurIPS 2017 A Unified Analysis of Stochastic Optimization Methods Using Jump System Theory and Quadratic Constraints COLT 2017 A Unified Computational and Statistical Framework for Nonconvex Low-rank Matrix Estimation AISTATS 2017 A Unified Formulation and Fast Accelerated Proximal Gradient Method for Classification JMLR 2017 A Unified Maximum Likelihood Approach for Estimating Symmetric Properties of Discrete Distributions ICML 2017 A Unified Optimization View on Generalized Matching Pursuit and Frank-Wolfe AISTATS 2017 A Unified Variance Reduction-Based Framework for Nonconvex Low-Rank Matrix Recovery ICML 2017 A Universal Analysis of Large-Scale Regularized Least Squares Solutions NeurIPS 2017 AutoFolio: An Automatically Configured Algorithm Selector (Extended Abstract) IJCAI 2017 Automated Conjecturing I: Fajtlowicz's Dalmatian Heuristic Revisited (Extended Abstract) IJCAI 2017 Automatic Alignment Between Classroom Lecture Utterances and Slide Components Interspeech 2017 Automatic Synthesis of Smart Table Constraints by Abstraction of Table Constraints IJCAI 2017 Automatic Time-Frequency Analysis of Echolocation Signals Using the Matched Gaussian Multitaper Spectrogram Interspeech 2017 Balancing and Step Recovery Capturability via Sums-of-Squares Optimization RSS 2017 Balancing information exposure in social networks NeurIPS 2017 Bandits Dueling on Partially Ordered Sets NeurIPS 2017 Bandits with Movement Costs and Adaptive Pricing COLT 2017 Batched High-dimensional Bayesian Optimization via Structural Kernel Learning ICML 2017