2 citations · 5 across the 8 of their papers we have counts for
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cs.LG2026
VampPrior Unleashed
Andrew A. Stirn, Abhejit Rajagopal, David A. Knowles +1
Deep latent variable models (DLVMs) underpin many modern analysis pipelines, for example in single-cell genomics, yet their prior distributions have received markedly little attent…
cs.LG2018
Deep Algorithms: designs for networks
Abhejit Rajagopal, Shivkumar Chandrasekaran, Hrushikesh N. Mhaskar
A new design methodology for neural networks that is guided by traditional algorithm design is presented. To prove our point, we present two heuristics and demonstrate an algorithm…