Concepedia

Author

Tobias Domhan

Amazon (Germany)

Also Known As

Domhan, Tobias, Tobias Domhan

22

Publications

882

Citations

9

H-Index

25

Concepts

All Affiliations

Amazon (Germany)University of Freiburg
TD

About

Tobias Domhan is an author at Amazon (Germany) specializing in engineering, deep learning, and machine learning.

Top Concepts

#ConceptH-IndexPublicationsCitations

1

Engineering

6

6

768

2

Computer Science

4

4

680

3

Language Studies

2

2

269

4

Computer Engineering

2

2

78

5

Data Science

2

2

421

Tobias Domhan

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8

Publications

864

Citations

8

H-Index

YearCitations

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

Sockeye: A Toolkit for Neural Machine Translation

Felix Hieber, Tobias Domhan, Michael Denkowski,

arXiv (Cornell University)

2017

194

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

Tobias Domhan

2018

81

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

Tobias Domhan, Felix Hieber

2017

75

The Sockeye 2 Neural Machine Translation Toolkit at AMTA 2020

Tobias Domhan, Michael Denkowski, David Vilar,

arXiv (Cornell University)

2020

67

A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism

Brian J. Thompson, Mehak Preet Dhaliwal, Peter Frisch,

2024

15

Extrapolating Learning Curves of Deep Neural Networks

Tobias Domhan, Jost Tobias Springenberg, Frank Hutter

2014

13

Sockeye 3: Fast Neural Machine Translation with PyTorch

Felix Hieber, Michael Denkowski, Tobias Domhan,

arXiv (Cornell University)

2022

11

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