44 citations · 53 across the 6 of their papers we have counts for
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cs.IT2021★ 6 cited
Towards Empirical Sandwich Bounds on the Rate-Distortion Function
Yibo Yang, Stephan Mandt
Rate-distortion (R-D) function, a key quantity in information theory, characterizes the fundamental limit of how much a data source can be compressed subject to a fidelity criterio…
hep-ph2021★ 44 cited
Learning to Simulate High Energy Particle Collisions from Unlabeled Data
Jessica N. Howard, Stephan Mandt, Daniel Whiteson +1
In many scientific fields which rely on statistical inference, simulations are often used to map from theoretical models to experimental data, allowing scientists to test model pre…