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Domain Generalization via Domain-based Covariance Minimization


Oct 12, 2021
Anqi Wu


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Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity


Sep 10, 2021
Felix Pei, Joel Ye, David Zoltowski, Anqi Wu, Raeed H. Chowdhury, Hansem Sohn, Joseph E. O'Doherty, Krishna V. Shenoy, Matthew T. Kaufman, Mark Churchland, Mehrdad Jazayeri, Lee E. Miller, Jonathan Pillow, Il Memming Park, Eva L. Dyer, Chethan Pandarinath

* Corrected missing line in Figure 3 

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Incorporating structured assumptions with probabilistic graphical models in fMRI data analysis


May 29, 2020
Ming Bo Cai, Michael Shvartsman, Anqi Wu, Hejia Zhang, Xia Zhu

* Neuropsychologia, 107500 (2020) 
* update with the version accepted by Neuropsychologia 

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Neural Dynamics Discovery via Gaussian Process Recurrent Neural Networks


Jul 01, 2019
Qi She, Anqi Wu

* 11 pages, 3 figures, 7 Tables, accepted to The Conference on Uncertainty in Artificial Intelligence (UAI), 2019 

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Fixing Variational Bayes: Deterministic Variational Inference for Bayesian Neural Networks


Oct 09, 2018
Anqi Wu, Sebastian Nowozin, Edward Meeds, Richard E. Turner, José Miguel Hernández-Lobato, Alexander L. Gaunt

* 9 pages, 5 figures 

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Exploiting gradients and Hessians in Bayesian optimization and Bayesian quadrature


Mar 29, 2018
Anqi Wu, Mikio C. Aoi, Jonathan W. Pillow

* 20 pages, 8 figures 

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Dependent relevance determination for smooth and structured sparse regression


Dec 05, 2017
Anqi Wu, Oluwasanmi Koyejo, Jonathan W. Pillow

* 38 pages, 12 figures, submitted to JMLR 

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