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Nearest Neighbors for Matrix Estimation Interpreted as Blind Regression
  for Latent Variable Model
v1v2v3 (latest)

Nearest Neighbors for Matrix Estimation Interpreted as Blind Regression for Latent Variable Model

13 May 2017
Yihua Li
Devavrat Shah
Dogyoon Song
Chao Yu
ArXiv (abs)PDFHTML

Papers citing "Nearest Neighbors for Matrix Estimation Interpreted as Blind Regression for Latent Variable Model"

11 / 11 papers shown
Adaptively-weighted Nearest Neighbors for Matrix Completion
Adaptively-weighted Nearest Neighbors for Matrix Completion
Tathagata Sadhukhan
Manit Paul
Raaz Dwivedi
218
1
0
14 May 2025
Explaining the Success of Nearest Neighbor Methods in Prediction
George H. Chen
Devavrat Shah
OOD
889
154
0
21 Feb 2025
Exploiting Observation Bias to Improve Matrix Completion
Exploiting Observation Bias to Improve Matrix Completion
Yassir Jedra
Sean Mann
Charlotte Park
Devavrat Shah
680
1
0
03 Jan 2025
Distributional Matrix Completion via Nearest Neighbors in the Wasserstein Space
Distributional Matrix Completion via Nearest Neighbors in the Wasserstein Space
Jacob Feitelberg
Kyuseong Choi
Anish Agarwal
Raaz Dwivedi
OffRL
322
2
0
17 Oct 2024
Learning Counterfactual Distributions via Kernel Nearest Neighbors
Learning Counterfactual Distributions via Kernel Nearest Neighbors
Kyuseong Choi
Jacob Feitelberg
Caleb Chin
Anish Agarwal
Raaz Dwivedi
OODOffRL
793
1
0
17 Oct 2024
Doubly Robust Inference in Causal Latent Factor Models
Doubly Robust Inference in Causal Latent Factor Models
Alberto Abadie
Anish Agarwal
Raaz Dwivedi
Abhin Shah
CMLOOD
217
7
0
18 Feb 2024
Numerical Data Imputation for Multimodal Data Sets: A Probabilistic
  Nearest-Neighbor Kernel Density Approach
Numerical Data Imputation for Multimodal Data Sets: A Probabilistic Nearest-Neighbor Kernel Density Approach
F. Lalande
Kenji Doya
217
5
0
29 Jun 2023
Doubly robust nearest neighbors in factor models
Doubly robust nearest neighbors in factor models
Raaz Dwivedi
Katherine Tian
Sabina Tomkins
P. Klasnja
Susan Murphy
Devavrat Shah
177
9
0
25 Nov 2022
Nonparametric Matrix Estimation with One-Sided Covariates
Nonparametric Matrix Estimation with One-Sided Covariates
Chao Yu
216
5
0
26 Oct 2021
On the Optimality of Nuclear-norm-based Matrix Completion for Problems
  with Smooth Non-linear Structure
On the Optimality of Nuclear-norm-based Matrix Completion for Problems with Smooth Non-linear StructureJournal of machine learning research (JMLR), 2021
Yunhua Xiang
Tianyu Zhang
Xu Wang
Ali Shojaie
N. Simon
188
1
0
05 May 2021
Robust Max Entrywise Error Bounds for Tensor Estimation from Sparse
  Observations via Similarity Based Collaborative Filtering
Robust Max Entrywise Error Bounds for Tensor Estimation from Sparse Observations via Similarity Based Collaborative FilteringIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2019
Devavrat Shah
Chao Yu
355
1
0
03 Aug 2019
1