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Kevin Kögler
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 5
Top Topics
Fundamental Limits
Steepest Ascent
Inference In Graphical Models
Denoising
Top Venues
CoRR
ICML
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Publications
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Kevin Kögler
,
Alexander Shevchenko
,
Hamed Hassani
,
Marco Mondelli
Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth.
CoRR
(2024)
Aleksandr Shevchenko
,
Kevin Kögler
,
Hamed Hassani
,
Marco Mondelli
Fundamental Limits of Two-layer Autoencoders, and Achieving Them with Gradient Methods.
ICML
(2023)
Ramji Venkataramanan
,
Kevin Kögler
,
Marco Mondelli
Estimation in Rotationally Invariant Generalized Linear Models via Approximate Message Passing.
ICML
(2022)
Alexander Shevchenko
,
Kevin Kögler
,
Hamed Hassani
,
Marco Mondelli
Fundamental Limits of Two-layer Autoencoders, and Achieving Them with Gradient Methods.
CoRR
(2022)
Ramji Venkataramanan
,
Kevin Kögler
,
Marco Mondelli
Estimation in Rotationally Invariant Generalized Linear Models via Approximate Message Passing.
CoRR
(2021)