Search Results for author: Sriram Somanchi

Found 3 papers, 0 papers with code

Distribution Shift in Airline Customer Behavior during COVID-19

no code implementations29 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.

Efficient Discovery of Heterogeneous Treatment Effects in Randomized Experiments via Anomalous Pattern Detection

no code implementations24 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.

Graph Structure Learning from Unlabeled Data for Event Detection

no code implementations5 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.

Event Detection Graph structure learning

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