81 citations · 175 across the 16 of their papers we have counts for
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cs.LG2021
Evidential Turing Processes
Melih Kandemir, Abdullah Akgül, Manuel Haussmann +1
A probabilistic classifier with reliable predictive uncertainties i) fits successfully to the target domain data, ii) provides calibrated class probabilities in difficult regions o…
hep-ph2021★ 81 cited
Understanding Event-Generation Networks via Uncertainties
Marco Bellagente, Manuel Haußmann, Michel Luchmann +1
Following the growing success of generative neural networks in LHC simulations, the crucial question is how to control the networks and assign uncertainties to their event output.…