5 citations · 5 across the 3 of their papers we have counts for
3 papers
Replicating Higgs fields in Ising gauge theory: the registry order
Aleksandar Bukva, Koenraad Schalm, Jan Zaanen
We consider gauge field theory coupled to "Higgs" matter fields invoking several copies of such matter, interacting entirely through the gauge fields, the $Z_2 \times Z_2 \ti…
Criticality versus uniformity in deep neural networks
Aleksandar Bukva, Jurriaan de Gier, Kevin T. Grosvenor +3
Deep feedforward networks initialized along the edge of chaos exhibit exponentially superior training ability as quantified by maximum trainable depth. In this work, we explore the…
New approaches for boosting to uniformity
Alex Rogozhnikov, Aleksandar Bukva, Vladimir Gligorov +2
The use of multivariate classifiers has become commonplace in particle physics. To enhance the performance, a series of classifiers is typically trained; this is a technique known…