ML Anthology
Authors
Search
About
Atanasov, Alexander
7 publications
ICLR
2025
How Feature Learning Can Improve Neural Scaling Laws
Blake Bordelon
,
Alexander Atanasov
,
Cengiz Pehlevan
ICML
2025
Risk and Cross Validation in Ridge Regression with Correlated Samples
Alexander Atanasov
,
Jacob A Zavatone-Veth
,
Cengiz Pehlevan
ICLR
2025
The Optimization Landscape of SGD Across the Feature Learning Strength
Alexander Atanasov
,
Alexandru Meterez
,
James B Simon
,
Cengiz Pehlevan
ICML
2024
A Dynamical Model of Neural Scaling Laws
Blake Bordelon
,
Alexander Atanasov
,
Cengiz Pehlevan
NeurIPS
2023
Feature-Learning Networks Are Consistent Across Widths at Realistic Scales
Nikhil Vyas
,
Alexander Atanasov
,
Blake Bordelon
,
Depen Morwani
,
Sabarish Sainathan
,
Cengiz Pehlevan
ICLR
2023
The Onset of Variance-Limited Behavior for Networks in the Lazy and Rich Regimes
Alexander Atanasov
,
Blake Bordelon
,
Sabarish Sainathan
,
Cengiz Pehlevan
ICLR
2022
Neural Networks as Kernel Learners: The Silent Alignment Effect
Alexander Atanasov
,
Blake Bordelon
,
Cengiz Pehlevan