activity
20192026
most citedDynamic Pricing and Demand Learning on a Large Network of Products: A PAC-Bayesian Approach

1 citations · 1 across the 7 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

stat.ML2021★ 1 cited

Dynamic Pricing and Demand Learning on a Large Network of Products: A PAC-Bayesian Approach

N. Bora Keskin, David Simchi-Levi, Prem Talwai

We consider a seller offering a large network of products over a time horizon of periods. The seller does not know the parameters of the products' linear demand model, and…

stat.ML2021

Sobolev Norm Learning Rates for Conditional Mean Embeddings

Prem Talwai, Ali Shameli, David Simchi-Levi

We develop novel learning rates for conditional mean embeddings by applying the theory of interpolation for reproducing kernel Hilbert spaces (RKHS). We derive explicit, adaptive c…