Pierre Baldi

activity

20142024

most citedLearning Activation Functions to Improve Deep Neural Networks

350 citations · 670 across the 13 of their papers we have counts for

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Showing 2014Show all

2 papers · 1 filter

cs.NE2014★ 350 cited

Learning Activation Functions to Improve Deep Neural Networks

Forest Agostinelli, Matthew Hoffman, Peter Sadowski +1

Artificial neural networks typically have a fixed, non-linear activation function at each neuron. We have designed a novel form of piecewise linear activation function that is lear…

hep-ph2014★ 104 cited

Enhanced Higgs to $τ^{+} τ^{-}$ Searches with Deep Learning

Pierre Baldi, Peter Sadowski, Daniel Whiteson

The Higgs boson is thought to provide the interaction that imparts mass to the fundamental fermions, but while measurements at the Large Hadron Collider (LHC) are consistent with t…

Learning Activation Functions to Improve Deep Neural Networks

Enhanced Higgs to τ+τ− Searches with Deep Learning

Enhanced Higgs to $τ^{+} τ^{-}$ Searches with Deep Learning