Tobias Domhan

Speeding up automatic hyperparameter optimization of deep neural networks by extrapolation of learning curves

Tobias Domhan, Jost Tobias Springenberg, Frank Hutter · FreiDok plus (Universitätsbibliothek Freiburg) · 2015 · 408 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +17

Sockeye: A Toolkit for Neural Machine Translation

Felix Hieber, Tobias Domhan, Michael Denkowski et al. · arXiv (Cornell University) · 2017 · 194 citations · Full text

Natural Language Processing, Computer-assisted Translation, Llm Fine-tuning +11

How Much Attention Do You Need? A Granular Analysis of Neural Machine Translation Architectures

Tobias Domhan · 2018 · 81 citations · Full text

Using Target-side Monolingual Data for Neural Machine Translation through Multi-task Learning

Tobias Domhan, Felix Hieber · 2017 · 75 citations · Full text

Engineering, Machine Learning, Cross-lingual Representation +16

The Sockeye 2 Neural Machine Translation Toolkit at AMTA 2020

Tobias Domhan, Michael Denkowski, David Vilar et al. · arXiv (Cornell University) · 2020 · 67 citations · Full text

Natural Language Processing, Sockeye 2, Computer-assisted Translation +13