Concepedia

Frederik Träuble

FT

Statistics

Publications

8

Citations

203

H-Index

8

Active since

2017

Affiliations

Technical University of Denmark(Current)

Max Planck Institute for Intelligent Systems

Max Planck Society

École Polytechnique Fédérale de Lausanne

University of Toronto

Frederik Träuble is an author at Technical University of Denmark specializing in data science, engineering, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningDeep LearningComputer ScienceCognitive ScienceArtificial IntelligenceBiasMedicineStatistics

Publications per year

2017–2021

8

Publications

8

A stepladder approach to a tokamak fusion power plant

H. Zohm, Frederik Träuble, W. Biel et al. · Nuclear Fusion · 2017 · 53 citations

On Disentangled Representations Learned From Correlated Data

Frederik Träuble, Elliot Creager, Niki Kilbertus et al. · arXiv (Cornell University) · 2020 · 38 citations · Full text

Disentanglement Approaches, Machine Learning, Engineering +18

CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning

Ossama Ahmed, Frederik Träuble, Anirudh Goyal et al. · arXiv (Cornell University) · 2020 · 31 citations · Full text

Artificial Intelligence, Causal Variables, Machine Learning +20

CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and\n Transfer Learning

Ossama Ahmed, Frederik Träuble, Anirudh Goyal et al. · arXiv (Cornell University) · 2020 · 26 citations · Full text

On the Transfer of Disentangled Representations in Realistic Settings

Andrea Dittadi, Frederik Träuble, Francesco Locatello et al. · arXiv (Cornell University) · 2021 · 17 citations · Full text

Artificial Intelligence, Large Ai Model, Convolutional Neural Network +13

1–5 of 8