Analysis of Individual Differences in Multidimensional Scaling Via an N-way Generalization of “Eckart-Young” Decomposition

• Spectral envelopes of facial movements predict intention, cortical representations, and neural prosthetic control

  2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Face Recognition and Perception Open access

  1

  citations
• Data fusion by T3–PCA: A global model for the simultaneous analysis of coupled three‐way and two‐way real‐valued data

  2025 British Journal of Mathematical and Statistical Psychology article Mathematics Tensor decomposition and applications Open access

  0

  citations
• Reconstructing Disease Histories in Huge Discrete State Spaces

  2024 Künstliche Intell. article Computer Science Bayesian Modeling and Causal Inference Open access

  11

  citations
• Handling Missing Data in Principal Component Analysis Using Multiple Imputation

  2023 Methodology of educational measurement and assessment book-chapter Mathematics Statistical Methods and Bayesian Inference Open access

  15

  citations
• Low-rank tensor methods for Markov chains with applications to tumor progression models

  2022 Journal of Mathematical Biology article Mathematics Tensor decomposition and applications Open access

  10

  citations
• Algorithm 1026: Concurrent Alternating Least Squares for Multiple Simultaneous Canonical Polyadic Decompositions

  2022 ACM Transactions on Mathematical Software article Mathematics Tensor decomposition and applications Open access

  6

  citations
• Symmetrical and Non-symmetrical Variants of Three-Way Correspondence Analysis for Ordered Variables

  2021 Statistical Science article Mathematics Statistical Methods and Applications Open access

  17

  citations
• Bayesian inversion for electromyography using low-rank tensor formats

  2021 Inverse Problems article Mathematics Numerical methods in inverse problems Open access

  3

  citations
• A two-stage surrogate model for Neo-Hookean problems based on adaptive proper orthogonal decomposition and hierarchical tensor approximation

  2020 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks

  18

  citations
• Three‐way clustering around latent variables approach with constraints on the configurations to facilitate interpretation

  2020 Journal of Chemometrics article Mathematics Tensor decomposition and applications Open access

  7

  citations
• CATTELL'S parallel proportional profiles

  2020 Journal of Chemometrics article Mathematics Tensor decomposition and applications Open access

  5

  citations

11 results