Workshop Schedule

August 26 2PM - 6PM, 2024

1:30 - 2:00pm

Poster setup

2:00 - 2:15pm

Opening and Introduction

2:15 - 2:45pm

Invited Talk: Forecasting Grocery Demand with Bayesian State-Space Model and Causal Study

Edwin Ng, Amazon

2:45 - 3:15pm

Invited Talk: Leveraging Machine Intelligence and Domain Expertise to Understand SaaS Consumption Patterns

Nan Wang, Databricks

3:15 - 3:50pm

Contributed Talks

Optimizing Item-based Marketing Promotion Efficiency in C2C Marketplace with Dynamic Sequential Coupon Allocation Framework
Jie Yang, Krishnaraj Sekhar Padunna Valappil, Sho Sekine and Yilin Li

Image Score: Learning and Evaluating Human Preferences for Mercari Search

Chingis Oinar, Miao Cao and Shanshan Fu

3:50 - 4:10pm

Break & Poster Session

4:10 - 4:40pm

Invited Talk: Quality Foundations at Airbnb

Peter Coles, Mike Egesdal, Airbnb

4:40 - 5:10pm

Contributed Talks

Efficient Feature Interactions with Transformers: Improving User Spending Propensity Predictions in Gaming
Ved Prakash and Kartavya Kothari

Adaptive User Journeys in Pharma E-Commerce with Reinforcement Learning: Insights from SwipeRx

Ana Fernández del Río, Michael Brennan Leong, Paulo Saraiva, Ivan Nazarov, Aditya Rastogi, Moiz Hassan, Dexian Tang and África Periáñez

5:10 - 6:00pm

Panel Discussion：ML and GenAI in Customer Journey Optimization

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