Kevin Kögler
3 papers · 2022–2024 · 1 conference · across top CS/AI conferences
Achievements
Jump to papers ↓
🌉
Interdisciplinary Bridge
🐝
Cross-Pollinator
(7)
🗺️
Taxonomy Completionist
(10)
🧭
Keyword Pioneer
Conferences
ICML (3)
Top co-authors
Keywords
representation learning
(1)
neural network theory
(1)
gradient descent
(1)
approximate message passing
(1)
signal estimation
(1)
state evolution
(1)
generalized linear model
(1)
population risk
(1)
lossy compression
(1)
gradient method
(1)
rotational invariance
(1)
rotationally invariant matrix
(1)
two-layer autoencoder
(1)
gaussian source
(1)
Papers
Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth
ICML 2024
Fundamental Limits of Two-layer Autoencoders, and Achieving Them with Gradient Methods
ICML 2023
Estimation in Rotationally Invariant Generalized Linear Models via Approximate Message Passing
ICML 2022