Samuel S Schoenholz
5 papers
· 2021–2022
· 1 conference
· across top CS/AI conferences
Achievements
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Cross-Pollinator
(5)
πΊοΈ
Taxonomy Completionist
(14)
π
Keyword Champion
(2)
Conferences
ICML (5)
Top co-authors
Keywords
loss landscape
(2)
neural tangent kernel
(2)
non-convex optimization
(1)
neural network optimization
(1)
symmetric matrix
(1)
information loss
(1)
matrix computation
(1)
hessian eigenvalue
(1)
learned optimization
(1)
training stability
(1)
cross-entropy loss
(1)
local minima
(1)
hessian analysis
(1)
network initialization
(1)
architecture search
(1)
second order optimization
(1)
orthogonal matrix
(1)
finite width
(1)
dynamical loss function
(1)
bifurcation cascade
(1)
Papers
Fast Finite Width Neural Tangent Kernel
ICML 2022