 ALPCAH: Subspace Learning for Sample-wise Heteroscedastic DataIEEE Transactions on Signal Processing (IEEE TSP), 2025 |
 ALPCAH: Sample-wise Heteroscedastic PCA with Tail Singular Value
RegularizationInternational Conference on Sampling Theory and Applications (SampTA), 2023 |
 HeMPPCAT: Mixtures of Probabilistic Principal Component Analysers for
Data with Heteroscedastic NoiseIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 |
 Matrix Denoising with Partial Noise Statistics: Optimal Singular Value
Shrinkage of Spiked F-MatricesInformation and Inference A Journal of the IMA (JIII), 2022 |
 Biwhitening Reveals the Rank of a Count MatrixSIAM Journal on Mathematics of Data Science (SIMODS), 2021 |
