Mathematics & Optimization

A Constant-Factor Bi-Criteria Approximation Guarantee for k-means++ NeurIPS 2016 A Convex Atomic-Norm Approach to Multiple Sequence Alignment and Motif Discovery ICML 2016 Acoustic Analysis of Syllables Across Indian Languages Interspeech 2016 Acoustic-to-Articulatory Inversion Mapping Based on Latent Trajectory Gaussian Mixture Model Interspeech 2016 AdaDelay: Delay Adaptive Distributed Stochastic Optimization AISTATS 2016 Adaptive Algorithms for Online Convex Optimization with Long-term Constraints ICML 2016 Adaptive Averaging in Accelerated Descent Dynamics NeurIPS 2016 Adaptive Concentration Inequalities for Sequential Decision Problems NeurIPS 2016 Adaptive Maximization of Pointwise Submodular Functions With Budget Constraint NeurIPS 2016 Adaptive Newton Method for Empirical Risk Minimization to Statistical Accuracy NeurIPS 2016 Adaptive Skills Adaptive Partitions (ASAP) NeurIPS 2016 Additive Approximations in High Dimensional Nonparametric Regression via the SALSA ICML 2016 A Differential Approach to Causality in Staged Trees PGM 2016 A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights JMLR 2016 A Direct Least-Squares Solution to the PnP Problem With Unknown Focal Length CVPR 2016 Adjusting for Chance Clustering Comparison Measures JMLR 2016 A Fixed-Point Operator for Inference in Variational Bayesian Latent Gaussian Models AISTATS 2016 A General Framework for Consistency of Principal Component Analysis JMLR 2016 A General Framework for Constrained Bayesian Optimization using Information-based Search JMLR 2016 A General Optimization Framework for Multi-Document Summarization Using Genetic Algorithms and Swarm Intelligence COLING 2016 A Genetic Algorithm for Learning Parameters in Bayesian Networks using Expectation Maximization PGM 2016 Agnostic Estimation for Misspecified Phase Retrieval Models NeurIPS 2016 A Guide to Learning Arithmetic Circuits COLT 2016 A Kernelized Stein Discrepancy for Goodness-of-fit Tests ICML 2016 A Kernel Test of Goodness of Fit ICML 2016