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ORCIDAtli Kosson
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2020 – today
- 2024
[c5]Atli Kosson, Dongyang Fan, Martin Jaggi:
Ghost Noise for Regularizing Deep Neural Networks. AAAI 2024: 13274-13282- [c4]Atli Kosson, Bettina Messmer, Martin Jaggi:
Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks. ICML 2024 - [i8]Alexander Hägele, Elie Bakouch, Atli Kosson, Loubna Ben Allal, Leandro von Werra, Martin Jaggi:
Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations. CoRR abs/2405.18392 (2024) - 2023
- [c3]Atli Kosson, Martin Jaggi:
Multiplication-Free Transformer Training via Piecewise Affine Operations. NeurIPS 2023 - [i7]Atli Kosson, Martin Jaggi:
Hardware-Efficient Transformer Training via Piecewise Affine Operations. CoRR abs/2305.17190 (2023) - [i6]Atli Kosson, Dongyang Fan, Martin Jaggi:
Ghost Noise for Regularizing Deep Neural Networks. CoRR abs/2305.17205 (2023) - [i5]Atli Kosson, Bettina Messmer, Martin Jaggi:
Rotational Optimizers: Simple & Robust DNN Training. CoRR abs/2305.17212 (2023) - [i4]Basile Lewandowski, Atli Kosson:
Memory Efficient Mixed-Precision Optimizers. CoRR abs/2309.12381 (2023) - 2021
- [c2]Atli Kosson, Vitaliy Chiley, Abhinav Venigalla, Joel Hestness, Urs Köster:
Pipelined Backpropagation at Scale: Training Large Models without Batches. MLSys 2021 - 2020
- [i3]Atli Kosson, Vitaliy Chiley, Abhinav Venigalla, Joel Hestness, Urs Köster:
Pipelined Backpropagation at Scale: Training Large Models without Batches. CoRR abs/2003.11666 (2020) - [i2]Abhinav Venigalla, Atli Kosson, Vitaliy Chiley, Urs Köster:
Adaptive Braking for Mitigating Gradient Delay. CoRR abs/2007.01397 (2020)
2010 – 2019
- 2019
- [c1]Vitaliy Chiley, Ilya Sharapov, Atli Kosson, Urs Köster, Ryan Reece, Sofia Samaniego de la Fuente, Vishal Subbiah, Michael James:
Online Normalization for Training Neural Networks. NeurIPS 2019: 8431-8441 - [i1]Vitaliy Chiley, Ilya Sharapov, Atli Kosson, Urs Köster, Ryan Reece, Sofia Samaniego de la Fuente, Vishal Subbiah, Michael James:
Online Normalization for Training Neural Networks. CoRR abs/1905.05894 (2019)
Coauthor Index
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