115 citations · 848 across the 26 of their papers we have counts for
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cs.LG2022★ 4 cited
Neural Topological Ordering for Computation Graphs
Mukul Gagrani, Corrado Rainone, Yang Yang +7
Recent works on machine learning for combinatorial optimization have shown that learning based approaches can outperform heuristic methods in terms of speed and performance. In thi…
cs.LG2021★ 4 cited
Scaling Up Machine Learning For Quantum Field Theory with Equivariant Continuous Flows
Pim de Haan, Corrado Rainone, Miranda C. N. Cheng +1
We propose a continuous normalizing flow for sampling from the high-dimensional probability distributions of Quantum Field Theories in Physics. In contrast to the deep architecture…