no code implementations • 29 Nov 2021 • Abhinav Garg, Naman Shukla, Lavanya Marla, Sriram Somanchi
Traditional AI approaches in customized (personalized) contextual pricing applications assume that the data distribution at the time of online pricing is similar to that observed during training.
no code implementations • 24 Mar 2018 • Edward McFowland III, Sriram Somanchi, Daniel B. Neill
In the recent literature on estimating heterogeneous treatment effects, each proposed method makes its own set of restrictive assumptions about the intervention's effects and which subpopulations to explicitly estimate.
no code implementations • 5 Jan 2017 • Sriram Somanchi, Daniel B. Neill
Processes such as disease propagation and information diffusion often spread over some latent network structure which must be learned from observation.