conftrace_

matrix denoising

7 papers

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Co-occurring keywords

low-rank matrix (174) matrix completion (356) approximate message passing (39) frobenius norm (18) rank-one matrix (10) truncated svd (4) neural network (6616) synthetic control method (4) high-rank matrix (2) truncated singular value decomposition (2)

Papers

Bayes-optimal learning of an extensive-width neural network from quadratically many samples NIPS 2024
Matrix Denoising with Doubly Heteroscedastic Noise: Fundamental Limits and Optimal Spectral Methods NIPS 2024
Adaptive Reduced Rank Regression NIPS 2020
Robust Synthetic Control JMLR 2018
On the Power of Truncated SVD for General High-rank Matrix Estimation Problems NIPS 2017
Optimal Shrinkage of Singular Values Under Random Data Contamination NIPS 2017
Error-Minimizing Estimates and Universal Entry-Wise Error Bounds for Low-Rank Matrix Completion NIPS 2013