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Felix Dangel
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 14
Top Topics
Optimization Methods
Parameter Space
Starting Points
Neural Nets
Top Venues
CoRR
NeurIPS
AISTATS
ICLR
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Publications
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Wu Lin
,
Felix Dangel
,
Runa Eschenhagen
,
Juhan Bae
,
Richard E. Turner
,
Alireza Makhzani
Can We Remove the Square-Root in Adaptive Gradient Methods? A Second-Order Perspective.
CoRR
(2024)
Wu Lin
,
Felix Dangel
,
Runa Eschenhagen
,
Kirill Neklyudov
,
Agustinus Kristiadi
,
Richard E. Turner
,
Alireza Makhzani
Structured Inverse-Free Natural Gradient: Memory-Efficient & Numerically-Stable KFAC for Large Neural Nets.
CoRR
(2023)
Agustinus Kristiadi
,
Felix Dangel
,
Philipp Hennig
The Geometry of Neural Nets' Parameter Spaces Under Reparametrization.
NeurIPS
(2023)
Agustinus Kristiadi
,
Felix Dangel
,
Philipp Hennig
The Geometry of Neural Nets' Parameter Spaces Under Reparametrization.
CoRR
(2023)
Jonathan Wenger
,
Felix Dangel
,
Agustinus Kristiadi
On the Disconnect Between Theory and Practice of Overparametrized Neural Networks.
CoRR
(2023)
Felix Dangel
,
Lukas Tatzel
,
Philipp Hennig
ViViT: Curvature Access Through The Generalized Gauss-Newton's Low-Rank Structure.
Trans. Mach. Learn. Res.
2023 (2023)
Felix Dangel
Convolutions Through the Lens of Tensor Networks.
CoRR
(2023)
Frank Schneider
,
Felix Dangel
,
Philipp Hennig
Cockpit: A Practical Debugging Tool for the Training of Deep Neural Networks.
NeurIPS
(2021)
Frank Schneider
,
Felix Dangel
,
Philipp Hennig
Cockpit: A Practical Debugging Tool for Training Deep Neural Networks.
CoRR
(2021)
Felix Dangel
,
Lukas Tatzel
,
Philipp Hennig
ViViT: Curvature access through the generalized Gauss-Newton's low-rank structure.
CoRR
(2021)
Felix Dangel
,
Stefan Harmeling
,
Philipp Hennig
Modular Block-diagonal Curvature Approximations for Feedforward Architectures.
AISTATS
(2020)
Felix Dangel
,
Frederik Kunstner
,
Philipp Hennig
BackPACK: Packing more into Backprop.
ICLR
(2020)
Felix Dangel
,
Philipp Hennig
A Modular Approach to Block-diagonal Hessian Approximations for Second-order Optimization Methods.
CoRR
(2019)
Felix Dangel
,
Frederik Kunstner
,
Philipp Hennig
BackPACK: Packing more into backprop.
CoRR
(2019)