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Co-Inference of Data Mislabelings Reveals Improved Models in Genomics and Breast Cancer Diagnostics.

, , , , , and . Frontiers Artif. Intell., (2021)

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Finite Element Approach to Clustering of Multidimensional Time Series.. SIAM J. Sci. Comput., 32 (1): 62-83 (2010)Automated Generation of Reduced Stochastic Weather Models I: Simultaneous Dimension and Model Reduction for Time Series Analysis., , , and . Multiscale Modeling & Simulation, 6 (4): 1125-1145 (2008)Towards a Computationally Tractable Maximum Entropy Principle for Nonstationary Financial Time Series., , and . SIAM J. Financial Math., 9 (4): 1249-1285 (2018)Co-Inference of Data Mislabelings Reveals Improved Models in Genomics and Breast Cancer Diagnostics., , , , , and . Frontiers Artif. Intell., (2021)On existence, uniqueness and scalability of adversarial robustness measures for AI classifiers.. CoRR, (2023)On Metastable Conformational Analysis of Nonequilibrium Biomolecular Time Series., and . Multiscale Modeling & Simulation, 8 (2): 701-716 (2009)Macroscopic Dynamics of Complex Metastable Systems: Theory, Algorithms, and Application to B-DNA., , , , , and . SIAM J. Applied Dynamical Systems, 7 (2): 532-560 (2008)Low-Cost Probabilistic 3D Denoising with Applications for Ultra-Low-Radiation Computed Tomography., , , , , , , and . J. Imaging, 8 (6): 156 (2022)On Analysis of Nonstationary Categorical Data Time Series: Dynamical Dimension Reduction, Model Selection, and Applications To Computational Sociology.. Multiscale Modeling & Simulation, 9 (4): 1700-1726 (2011)Set-Oriented Dimension Reduction: Localizing Principal Component Analysis Via Hidden Markov Models., , and . CompLife, volume 4216 of Lecture Notes in Computer Science, page 74-85. Springer, (2006)