Zavatone-Veth, Jacob A.

1. Asymptotic theory of in-context learning by linear attention
   2024/05/20 by Yue M. Lu, Lu, Yue M., Mary I. Letey +7 · 1 voice · 18 citations
   Computer Science · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
2. Scaling and renormalization in high-dimensional regression
   2024/05/01 by Alexander Atanasov, Jacob A. Zavatone-Veth, Atanasov, Alexander +3 · 1 voice · 13 citations
   #stat.ML #cond-mat.dis-nn #cs.LG
3. Risk and cross validation in ridge regression with correlated samples
   2024/08/08 by Alexander Atanasov, Atanasov, Alexander, Jacob A. Zavatone-Veth +3 · 4 citations
   Mathematics · #Advanced Statistical Methods and Models #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Spectral regularization for adversarially-robust representation learning
   2024/05/27 by Yang, Sheng, Zavatone-Veth, Jacob A., Pehlevan, Cengiz · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Dynamically Learning to Integrate in Recurrent Neural Networks
   2025/03/24 by Bordelon, Blake, Cotler, Jordan, Pehlevan, Cengiz +1 · 2 citations
   #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #Neurons and Cognition (q-bio.NC)