Publications

(2022). Multi-Stage Multi-Fidelity Gaussian Process Modeling, with Application to Heavy-Ion Collisions.

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(2021). Signal Processing Challenges and Examples for in-situ Transmission Electron Microscopy. Special Issue of IEEE.

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(2021). Bayesian Uncertainty Quantification for Low-rank Matrix Completion. Bayesian Analysis.

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(2021). Information-Guided Sampling for Low-Rank Matrix Completion. ICML-21 Workshop on Information-Theoretic Methods for Rigorous, Responsible, and Reliable Machine Learning.

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(2021). Sequential Adversarial Anomaly Detection with Deep Fourier Kernel. ICASSP 2021.

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(2020). Adversarial Anomaly Detection for Marked Spatio-temporal Streaming Data. ICASSP 2020.

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(2018). Supporting Multi-point Fan Design with Dimension Reduction. The Aeronautical Journal.

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(2018). Dimension Reduction via Gaussian Ridge Functions. SIAM UQ.

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