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Tensor denoising and completion based on ordinal observations
v1v2v3 (latest)

Tensor denoising and completion based on ordinal observations

International Conference on Machine Learning (ICML), 2020
16 February 2020
Chanwoo Lee
Miaoyan Wang
ArXiv (abs)PDFHTML

Papers citing "Tensor denoising and completion based on ordinal observations"

13 / 13 papers shown
Near-Efficient and Non-Asymptotic Multiway Inference
Near-Efficient and Non-Asymptotic Multiway Inference
Oscar López
Arvind Prasadan
Carlos Llosa-Vite
R. Lehoucq
Daniel M. Dunlavy
159
1
0
07 Nov 2025
Downlink MIMO Channel Estimation from Bits: Recoverability and Algorithm
Downlink MIMO Channel Estimation from Bits: Recoverability and AlgorithmIEEE Transactions on Signal Processing (IEEE TSP), 2024
Rajesh Shrestha
Mingjie Shao
Mingyi Hong
Wing-Kin Ma
Xiao Fu
425
2
0
25 Nov 2024
Conformalized Tensor Completion with Riemannian Optimization
Conformalized Tensor Completion with Riemannian Optimization
Hu Sun
Yang Chen
424
3
0
01 May 2024
Under-Counted Tensor Completion with Neural Incorporation of Attributes
Under-Counted Tensor Completion with Neural Incorporation of AttributesInternational Conference on Machine Learning (ICML), 2023
Shahana Ibrahim
Xiao Fu
R. Hutchinson
Eugene Seo
196
2
0
05 Jun 2023
High-dimensional Multi-class Classification with Presence-only Data
High-dimensional Multi-class Classification with Presence-only Data
Lili Zheng
Garvesh Raskutti
239
2
0
18 Apr 2023
Quantized Radio Map Estimation Using Tensor and Deep Generative Models
Quantized Radio Map Estimation Using Tensor and Deep Generative ModelsIEEE Transactions on Signal Processing (IEEE TSP), 2023
Subash Timilsina
Sagar Shrestha
Xiao Fu
317
30
0
03 Mar 2023
Tensor Denoising via Amplification and Stable Rank Methods
Tensor Denoising via Amplification and Stable Rank Methods
Jonathan Gryak
Kayvan Najarian
H. Derksen
139
0
0
10 Jan 2023
Multiplex Graph Networks for Multimodal Brain Network Analysis
Multiplex Graph Networks for Multimodal Brain Network Analysis
Zhaoming Kong
Lichao Sun
Hao Peng
Chen Tang
Yong Chen
Lifang He
199
9
0
31 Jul 2021
Nonparametric Trace Regression in High Dimensions via Sign Series
  Representation
Nonparametric Trace Regression in High Dimensions via Sign Series Representation
Chanwoo Lee
Lexin Li
Hao Helen Zhang
Miaoyan Wang
AI4TS
226
2
0
04 May 2021
Beyond the Signs: Nonparametric Tensor Completion via Sign Series
Beyond the Signs: Nonparametric Tensor Completion via Sign SeriesNeural Information Processing Systems (NeurIPS), 2021
Chanwoo Lee
Miaoyan Wang
325
6
0
31 Jan 2021
Exact Clustering in Tensor Block Model: Statistical Optimality and
  Computational Limit
Exact Clustering in Tensor Block Model: Statistical Optimality and Computational Limit
Rungang Han
Yuetian Luo
Miaoyan Wang
Anru R. Zhang
533
49
0
18 Dec 2020
A Sharp Blockwise Tensor Perturbation Bound for Orthogonal Iteration
A Sharp Blockwise Tensor Perturbation Bound for Orthogonal Iteration
Yuetian Luo
Garvesh Raskutti
M. Yuan
Anru R. Zhang
372
14
0
06 Aug 2020
Learning from Binary Multiway Data: Probabilistic Tensor Decomposition
  and its Statistical Optimality
Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality
Miaoyan Wang
Lexin Li
343
44
0
13 Nov 2018
1
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