Concepedia

David Krueger

DK

46

Publications

4.8K

Citations

23

H-Index

1979

Active since

Affiliations

Université de Montréal(Current)

University of California, Berkeley

University of Cambridge

Polytechnique Montréal

Baylor College of Medicine

David Krueger is an author at Université de Montréal specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningArtificial IntelligenceDeep LearningMedicineData SciencePsychologyRobot LearningCognitive Science

Publications per year

1979–2024

46

Publications

46

NICE: Non-linear Independent Components Estimation

Laurent Dinh, David Krueger, Yoshua Bengio · arXiv (Cornell University) · 2014 · 1.3K citations · Full text

Geometric Learning, Engineering, Machine Learning +22

A closer look at memorization in deep networks

Devansh Arpit, Stanisław Jastrzȩbski, Nicolas Ballas et al. · Jagiellonian University Repository (Jagiellonian University) · 2017 · 653 citations · Full text

Artificial Intelligence, Large Ai Model, Data Augmentation +15

A Closer Look at Memorization in Deep Networks

Devansh Arpit, Stanisław Jastrzȩbski, Nicolas Ballas et al. · arXiv (Cornell University) · 2017 · 356 citations · Full text

Artificial Intelligence, Large Ai Model, Data Augmentation +15

Out-of-Distribution Generalization via Risk Extrapolation (REx)

David Krueger, Ethan Caballero, Joern-Henrik Jacobsen et al. · arXiv (Cornell University) · 2020 · 260 citations · Full text

Engineering, Machine Learning, Rare Event Estimation +16

NICE: Non-linear Independent Components Estimation

Laurent Dinh, David Krueger, Yoshua Bengio · 2014 · 222 citations

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