Search Results for author: Esha Saha

Found 3 papers, 2 papers with code

Diffusion Random Feature Model

no code implementations6 Oct 2023 Esha Saha, Giang Tran

Diffusion probabilistic models have been successfully used to generate data from noise.

Generalization Bounds

SPADE4: Sparsity and Delay Embedding based Forecasting of Epidemics

1 code implementation11 Nov 2022 Esha Saha, Lam Si Tung Ho, Giang Tran

The most popular tools for modelling and predicting infectious disease epidemics are compartmental models.

HARFE: Hard-Ridge Random Feature Expansion

1 code implementation6 Feb 2022 Esha Saha, Hayden Schaeffer, Giang Tran

We prove that the HARFE method is guaranteed to converge with a given error bound depending on the noise and the parameters of the sparse ridge regression model.

regression

Cannot find the paper you are looking for? You can Submit a new open access paper.