infinity
Technology:
Implicit Bias of Mirror Flow on Separable Data
When the potential is separable, a simple formula allows to compute this function.
Country:
- North America > United States (0.14)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
Technology:
Wide Neural Networks as Gaussian Processes: Lessons from Deep Equilibrium Models
In this paper, we specifically investigate the deep equilibrium model (DEQ), an infinite-depth neural network with shared weight matrices across layers.
Country:
- North America > United States > Iowa (0.04)
- Europe > Netherlands > North Holland > Amsterdam (0.04)
Technology:
High Dimensional Linear Regression using Lattice Basis Reduction
Neural Information Processing Systems http://nips.cc/
Country:
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.14)
- North America > Canada > Quebec > Montreal (0.04)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Regression (0.66)
Neural Tangent Kernel: Convergence and Generalization in Neural Networks
Arthur Jacot, Franck Gabriel, Clement Hongler
This kernel is central to describe the generalization features ofANNs.
Country:
- Oceania > Australia > New South Wales > Sydney (0.04)
- North America > United States > New Jersey > Hudson County > Secaucus (0.04)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- North America > Canada (0.04)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.93)
Asymptotics for Sketching in Least Squares Regression
We consider a least squares regression problem where the data has been generated from alinear model, and weareinterested tolearn theunknownregression parameters.
Country:
- North America > United States > California > Santa Clara County > Palo Alto (0.04)
- North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)
Technology:
Order Optimal One-Shot Distributed Learning
Arsalan Sharifnassab, Saber Salehkaleybar, S. Jamaloddin Golestani
Neural Information Processing Systems http://nips.cc/
Country:
- Asia > Middle East > Jordan (0.05)
- North America > Canada (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Asia > Middle East > Iran > Tehran Province > Tehran (0.04)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.69)
