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Semi-supervised Learning using Robust Loss



Wenhui Cui , Haleh Akrami , Anand A. Joshi , Richard M. Leahy


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fMRI-Kernel Regression: A Kernel-based Method for Pointwise Statistical Analysis of rs-fMRI for Population Studies



Anand A. Joshi , Soyoung Choi , Haleh Akrami , Richard M. Leahy


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Addressing Variance Shrinkage in Variational Autoencoders using Quantile Regression



Haleh Akrami , Anand A. Joshi , Sergul Aydore , Richard M. Leahy


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Robust Variational Autoencoder for Tabular Data with Beta Divergence



Haleh Akrami , Sergul Aydore , Richard M. Leahy , Anand A. Joshi


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Robust Variational Autoencoder



Haleh Akrami , Anand A. Joshi , Jian Li , Richard M. Leahy


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