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Christian H. X. Ali Mehmeti-Göpel

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2024
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Christian H. X. Ali Mehmeti-Göpel, Michael Wand:
On the Weight Dynamics of Deep Normalized Networks. ICML 2024
2023
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Christian H. X. Ali Mehmeti-Göpel, Jan Disselhoff:
Nonlinear Advantage: Trained Networks Might Not Be As Complex as You Think. ICML 2023: 529-546
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  - journals/corr/abs-2306-00700
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Christian H. X. Ali Mehmeti-Göpel, Michael Wand:
Spreads in Effective Learning Rates: The Perils of Batch Normalization During Early Training. CoRR abs/2306.00700 (2023)
2022
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Christian H. X. Ali Mehmeti-Göpel, Jan Disselhoff:
Average Path Length: Sparsification of Nonlinearties Creates Surprisingly Shallow Networks. CoRR abs/2211.17180 (2022)
2021
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Christian H. X. Ali Mehmeti-Göpel, David Hartmann, Michael Wand:
Ringing ReLUs: Harmonic Distortion Analysis of Nonlinear Feedforward Networks. ICLR 2021

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