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spectral estimation

10 papers

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Co-occurring keywords

spectral method (204) spectral estimator (5) nonparametric estimation (98) bayesian inference (1907) matrix denoising (7) latent variable pcgfs (1) multilinear algebra (2) random matrix theory (63) hidden markov model (302) diffusion model (3751)

Papers

Statistical Inference of Random Graphs With a Surrogate Likelihood Function JMLR 2025
Matrix Denoising with Doubly Heteroscedastic Noise: Fundamental Limits and Optimal Spectral Methods NIPS 2024
Learning the Infinitesimal Generator of Stochastic Diffusion Processes NIPS 2024
Latent distance estimation for random geometric graphs NIPS 2019
Bayesian Nonparametric Spectral Estimation NIPS 2018
Linear Spectral Estimators and an Application to Phase Retrieval ICML 2018
Robust Voice Activity Detection Using Frequency Domain Long-Term Differential Entropy INTERSPEECH 2018
Minimax Adaptive Estimation of Nonparametric Hidden Markov Models JMLR 2016
Optimal Linear Estimation under Unknown Nonlinear Transform NIPS 2015
Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs NIPS 2012