12 citations · 18 across the 2 of their papers we have counts for
3 papers
Building Surrogate Models of Nuclear Density Functional Theory with Gaussian Processesand Autoencoders
Marc Verriere, Nicolas Schunck, Irene Kim +5
From the lightest Hydrogen isotopes up to the recently synthesized Oganesson (Z=118), it is estimated that as many as about 3000 atomic nuclei could exist in nature. Most of these…
Understanding Deep Neural Networks through Input Uncertainties
Jayaraman J. Thiagarajan, Irene Kim, Rushil Anirudh +1
Techniques for understanding the functioning of complex machine learning models are becoming increasingly popular, not only to improve the validation process, but also to extract n…
Autism Spectrum Disorder Classification using Graph Kernels on Multidimensional Time Series
Rushil Anirudh, Jayaraman J. Thiagarajan, Irene Kim +1
We present an approach to model time series data from resting state fMRI for autism spectrum disorder (ASD) severity classification. We propose to adopt kernel machines and employ…