Jacob A. Zavatone-Veth

29 papers A* 9Journal 18Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Random Matrix Theory Perspective on the Consistency of Diffusion Models.
CoRR
Binxu Wang, Jacob A. Zavatone-Veth, Cengiz Pehlevan
2025 A* conf
A Model of Place Field Reorganization During Reward Maximization.
ICML
M. Ganesh Kumar, Blake Bordelon, Jacob A. Zavatone-Veth, Cengiz Pehlevan
2025 J jnl
Pretrain-Test Task Alignment Governs Generalization in In-Context Learning.
CoRR
Mary I. Letey, Jacob A. Zavatone-Veth, Yue M. Lu, Cengiz Pehlevan
2025 A* conf
Risk and cross validation in ridge regression with correlated samples.
ICML
Alexander B. Atanasov, Jacob A. Zavatone-Veth, Cengiz Pehlevan
2025 — conf
Spectral regularization for adversarially-robust representation learning.
IEEECONF
Sheng Yang, Jacob A. Zavatone-Veth, Cengiz Pehlevan
2025 J jnl
Two-Point Deterministic Equivalence for Stochastic Gradient Dynamics in Linear Models.
CoRR
Alexander B. Atanasov, Blake Bordelon, Jacob A. Zavatone-Veth, Courtney Paquette, Cengiz Pehlevan
2024 J jnl
Asymptotic theory of in-context learning by linear attention.
CoRR
Yue M. Lu, Mary I. Letey, Jacob A. Zavatone-Veth, Anindita Maiti, Cengiz Pehlevan
2024 A* conf
Partial observation can induce mechanistic mismatches in data-constrained models of neural dynamics.
NeurIPS
William Qian, Jacob A. Zavatone-Veth, Benjamin S. Ruben, Cengiz Pehlevan
2024 J jnl
Risk and cross validation in ridge regression with correlated samples.
CoRR
Alexander B. Atanasov, Jacob A. Zavatone-Veth, Cengiz Pehlevan
2024 J jnl
Scaling and renormalization in high-dimensional regression.
CoRR
Alexander B. Atanasov, Jacob A. Zavatone-Veth, Cengiz Pehlevan
2024 J jnl
Spectral regularization for adversarially-robust representation learning.
CoRR
Sheng Yang, Jacob A. Zavatone-Veth, Cengiz Pehlevan
2023 A* conf
Learning Curves for Deep Structured Gaussian Feature Models.
NeurIPS
Jacob A. Zavatone-Veth, Cengiz Pehlevan
2023 J jnl
Learning curves for deep structured Gaussian feature models.
CoRR
Jacob A. Zavatone-Veth, Cengiz Pehlevan
2023 A* conf
Long Sequence Hopfield Memory.
NeurIPS
Hamza Tahir Chaudhry, Jacob A. Zavatone-Veth, Dmitry Krotov, Cengiz Pehlevan
2023 J jnl
Long Sequence Hopfield Memory.
CoRR
Hamza Tahir Chaudhry, Jacob A. Zavatone-Veth, Dmitry Krotov, Cengiz Pehlevan
2023 A* conf
Neural Circuits for Fast Poisson Compressed Sensing in the Olfactory Bulb.
NeurIPS
Jacob A. Zavatone-Veth, Paul Masset, William L. Tong, Joseph D. Zak, Venkatesh Murthy, Cengiz Pehlevan
2023 J jnl
Neural networks learn to magnify areas near decision boundaries.
CoRR
Jacob A. Zavatone-Veth, Sheng Yang, Julian A. Rubinfien, Cengiz Pehlevan
2022 J jnl
Contrasting random and learned features in deep Bayesian linear regression.
CoRR
Jacob A. Zavatone-Veth, William L. Tong, Cengiz Pehlevan
2022 J jnl
Drifting neuronal representations: Bug or feature?
Biol. Cybern.
Paul Masset, Shanshan Qin, Jacob A. Zavatone-Veth
2022 A* conf
Natural gradient enables fast sampling in spiking neural networks.
NeurIPS
Paul Masset, Jacob A. Zavatone-Veth, J. Patrick Connor, Venkatesh Murthy, Cengiz Pehlevan
2022 J jnl
On Neural Network Kernels and the Storage Capacity Problem.
Neural Comput.
Jacob A. Zavatone-Veth, Cengiz Pehlevan
2022 J jnl
On neural network kernels and the storage capacity problem.
CoRR
Jacob A. Zavatone-Veth, Cengiz Pehlevan
2021 A* conf
Asymptotics of representation learning in finite Bayesian neural networks.
NeurIPS
Jacob A. Zavatone-Veth, Abdulkadir Canatar, Benjamin S. Ruben, Cengiz Pehlevan
2021 J jnl
Asymptotics of representation learning in finite Bayesian neural networks.
CoRR
Jacob A. Zavatone-Veth, Abdulkadir Canatar, Cengiz Pehlevan
2021 — conf
Depth induces scale-averaging in overparameterized linear Bayesian neural networks.
ACSCC
Jacob A. Zavatone-Veth, Cengiz Pehlevan
2021 J jnl
Depth induces scale-averaging in overparameterized linear Bayesian neural networks.
CoRR
Jacob A. Zavatone-Veth, Cengiz Pehlevan
2021 A* conf
Exact marginal prior distributions of finite Bayesian neural networks.
NeurIPS
Jacob A. Zavatone-Veth, Cengiz Pehlevan
2021 J jnl
Exact priors of finite neural networks.
CoRR
Jacob A. Zavatone-Veth, Cengiz Pehlevan
2020 J jnl
Activation function dependence of the storage capacity of treelike neural networks.
CoRR
Jacob A. Zavatone-Veth, Cengiz Pehlevan