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Publications by Katherine Liu
Deep Inference for Covariance Estimation: Learning Gaussian Noise Models for State Estimation
Pathogenic Huntingtin Inhibits Fast Axonal Transport by Activating JNK3 and Phosphorylating Kinesin
Nature Neuroscience
Neuroscience
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Estimation of Single-Gaussian and Gaussian Mixture Models for Pattern Recognition
Lecture Notes in Computer Science
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Mixed State Estimation for a Linear Gaussian Markov Model
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Hydrology and Earth System Sciences
Earth
Water Science
Planetary Sciences
Technology
Switching Markov Gaussian Models for Dynamic Power System Inertia Estimation
IEEE Transactions on Power Systems
Electronic Engineering
Power Technology
Electrical
Energy Engineering
Estimation and Inference of FAVAR Models
Journal of Business and Economic Statistics
Economics
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Social Sciences
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Enabling Robust State Estimation Through Covariance Adaptation
The Impact of Covariance Misspecification in Multivariate Gaussian Mixtures on Estimation and Inference: An Application to Longitudinal Modeling
Statistics in Medicine
Epidemiology
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Particle Learning Methods for State and Parameter Estimation
Time-Of-Flight Estimation Based on Covariance Models
Measurement Science and Technology
Instrumentation
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Applied Mathematics
