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#deep-learning-theory — news, CVEs and analysis · ZeroHour

09:57 UTC· 2m ago

today 56 visits · 73 views · 11 reads·all time 17K views

Tag

#deep-learning-theory

1 stories this week · 6 this month · 6 in 6 months · mostly AI

stories per day · 30 days

Related#optimization 2 #training-dynamics 2 #weight-decay 2 #arxiv 1 #autoencoders 1 #calibrated-geometry 1 #computational-hardness 1 #curriculum-learning 1 #data-ordering 1 #diffeomorphisms 1 #differential-geometry 1 #feature-learning 1 #grokking 1 #learning-rate-schedules 1 #learning-theory 1 #lidar 1 #loss-landscapes 1 #normalization 1

6 stories, newest first · one card per story

arXiv cs.AI / cs.LG / cs.CL·4d ago

A Spectral Theory of Grokking: Weight Decay induces Feature Learning

#grokking #feature-learning #ntk

AI research

arXiv cs.AI / cs.LG / cs.CL·9d ago

Sharp Reconstruction Bounds for Autoencoders Using the Same Forward Map

#autoencoders #deep-learning-theory #diffeomorphisms

AI research

1

arXiv cs.AI / cs.LG / cs.CL·9d ago

Special Lagrangian cones in Deep Learning

#calibrated-geometry #deep-learning-theory #differential-geometry

AI research

1

arXiv cs.AI / cs.LG / cs.CL·15d ago

Benign Loss Landscapes Can Coexist with Worst-Case Hardness

#computational-hardness #deep-learning-theory #learning-theory

AI research

arXiv cs.AI / cs.LG / cs.CL·18d ago

When Does Scale-Invariant Optimization Become Unstable? An Exact Schedule Law with Weight Decay

#deep-learning-theory #learning-rate-schedules #normalization

AI research

arXiv cs.AI / cs.LG / cs.CL·18d ago

Curriculum Learning as Transport: Understanding Curricula with Wasserstein Geodesics

#curriculum-learning #data-ordering #deep-learning-theory

AI research

1