Talks

• Efficient Selection of Inventory Counts for Perishable Items (INFORMS 2024)

• Grocery Demand Forecasting in the Presence of Weekly Advertised Promotions (INFORMS 2023)

Industry papers

• Deep Learning for Regional Forecasting (Amazon Consumer Science Summit, 2022)

• Measuring and Correcting Underbias in Forecasts Created During Out Of Stock (Amazon Consumer Science Summit, 2021)

• Availability Correction in the Time of COVID-19 (Amazon Consumer Science Summit, 2020)

Academic papers

• LogitBoost Autoregressive Networks (code)

• Dynamic Partition Models

• Mixtures of Sparse Autoregressive Networks (poster)

• Directional Decision Lists (poster)

• Automatic Detection of Complex Worm Postures (code, video, animation)

• Compact Compositional Models (poster)

Theses

• High-Dimensional Generative Models: Shrinkage, Composition and Autoregression (slides)

• Kernel Change Point Estimation for Blurred Step Functions