Mathematics

An Empirical Evaluation of Sketched SVD and its Application to Leverage Score Ordering ACML 2018 A New and Flexible Approach to the Analysis of Paired Comparison Data JMLR 2018 A New Frequency Coverage Metric and a New Subband Encoding Model, with an Application in Pitch Estimation Interspeech 2018 An Exact Algorithm for Maximum k-Plexes in Massive Graphs IJCAI 2018 An explicit analysis of the entropic penalty in linear programming COLT 2018 An FPTAS for Computing Nash Equilibrium in Resource Graph Games IJCAI 2018 An Information Theory based Approach to Multisource Clustering IJCAI 2018 An Iterative, Sketching-based Framework for Ridge Regression ICML 2018 An Optimization Framework for Recovery of Speech from Phase-Encoded Spectrograms Interspeech 2018 A Note on Quickly Sampling a Sparse Matrix with Low Rank Expectation JMLR 2018 Approval-Based Multi-Winner Rules and Strategic Voting IJCAI 2018 Approximate Submodularity and its Applications: Subset Selection, Sparse Approximation and Dictionary Selection JMLR 2018 A Property Testing Framework for the Theoretical Expressivity of Graph Kernels IJCAI 2018 A Random Matrix Analysis and Improvement of Semi-Supervised Learning for Large Dimensional Data JMLR 2018 A Robust Method for Strong Rolling Shutter Effects Correction Using Lines With Automatic Feature Selection CVPR 2018 Artificial Intelligence Conferences Closeness IJCAI 2018 ASAP: Fast, Approximate Graph Pattern Mining at Scale OSDI 2018 A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms JMLR 2018 A Spectral View of Adversarially Robust Features NeurIPS 2018 A Spline Theory of Deep Learning ICML 2018 A Structural Approach to Activity Selection IJCAI 2018 A Study of Argumentative Characterisations of Preferred Subtheories IJCAI 2018 Asymptotic optimality of adaptive importance sampling NeurIPS 2018 A Tight Bound of Hard Thresholding JMLR 2018 Automatic Assessment of Conceptual Text Complexity Using Knowledge Graphs COLING 2018