tensor method

OPTAMI: Global Superlinear Convergence of High-order Methods ICLR 2025 Advancing the Lower Bounds: an Accelerated, Stochastic, Second-order Method with Optimal Adaptation to Inexactness ICLR 2024 GAR: Generalized Autoregression for Multi-Fidelity Fusion NeurIPS 2022 Inexact Tensor Methods with Dynamic Accuracies ICML 2020 Understanding Generalization in Deep Learning via Tensor Methods AISTATS 2020 Crowdsourcing via Pairwise Co-occurrences: Identifiability and Algorithms NeurIPS 2019 Optimal Tensor Methods in Smooth Convex and Uniformly ConvexOptimization COLT 2019 Tensor Monte Carlo: Particle Methods for the GPU era NeurIPS 2019 Geometry-aware Tracking of Manipulability Ellipsoids RSS 2018 MixLasso: Generalized Mixed Regression via Convex Atomic-Norm Regularization NeurIPS 2018 Recovery Guarantees for One-hidden-layer Neural Networks ICML 2017 Uniform Hypergraph Partitioning: Provable Tensor Methods and Sampling Techniques JMLR 2017 Mixed Linear Regression with Multiple Components NeurIPS 2016 A provable SVD-based algorithm for learning topics in dominant admixture corpus NeurIPS 2014 Consistency of Spectral Partitioning of Uniform Hypergraphs under Planted Partition Model NeurIPS 2014 Feedforward Learning of Mixture Models NeurIPS 2014 Tensor-Based High-Order Semantic Relation Transfer for Semantic Scene Segmentation CVPR 2013 The Total Variation on Hypergraphs - Learning on Hypergraphs Revisited NeurIPS 2013