conftrace_

tensor method

15 papers

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Co-occurring keywords

tensor decomposition (375) convex optimization (1321) local strong convexity (2) expectation maximization (255) matrix factorization (529) transfer learning (5449) semantic relation (140) mixed regression (4) tracking control (6) dawid-skene model (9)

Papers

GAR: Generalized Autoregression for Multi-Fidelity Fusion NIPS 2022
Inexact Tensor Methods with Dynamic Accuracies ICML 2020
Understanding Generalization in Deep Learning via Tensor Methods AISTATS 2020
Tensor Monte Carlo: Particle Methods for the GPU era NIPS 2019
Optimal Tensor Methods in Smooth Convex and Uniformly ConvexOptimization COLT 2019
Crowdsourcing via Pairwise Co-occurrences: Identifiability and Algorithms NIPS 2019
MixLasso: Generalized Mixed Regression via Convex Atomic-Norm Regularization NIPS 2018
Geometry-aware Tracking of Manipulability Ellipsoids RSS 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 NIPS 2016
A provable SVD-based algorithm for learning topics in dominant admixture corpus NIPS 2014
Feedforward Learning of Mixture Models NIPS 2014
Consistency of Spectral Partitioning of Uniform Hypergraphs under Planted Partition Model NIPS 2014
Tensor-Based High-Order Semantic Relation Transfer for Semantic Scene Segmentation CVPR 2013