Lukas Braun
4 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(10)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
representation learning
(1)
neural tangent kernel
(1)
continual learning
(1)
online learning
(1)
neural computation
(1)
prior knowledge
(1)
spike timing
(1)
temporal learning
(1)
synaptic connectivity
(1)
learning dynamics
(1)
deep linear network
(1)
intrinsic parameter
(1)
leaky integrate-and-fire
(1)
matrix riccati equation
(1)
sparse feedback
(1)
Papers
From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks
ICLR 2025
Not all solutions are created equal: An analytical dissociation of functional and representational similarity in deep linear neural networks
ICML 2025
Exact learning dynamics of deep linear networks with prior knowledge
NIPS 2022
Online Learning Of Neural Computations From Sparse Temporal Feedback
NIPS 2021