Tensorflow Ranking Workshop 2020

Tensorflow Ranking Workshop 2020 will be held on Wednesday, March 18th at the Google campus in Mountain View, California. Attendance is by invitation only. Registered participants will receive a separate email with more detailed information about attendance. For any questions, please contact [email protected].

Workshop Agenda

9:00am — 9:40am Breakfast and Registration

9:40am — 10:00am Workshop Kick-off

10:00am — 11:00am Invited Talks by TF-Ranking Users (Part I)

• Alessandro Magnani (Walmart) "Deep Semantic Retrieval and Ranking at Walmart"
• Yi Fang (University of Santa Clara) "TF-Ranking for Research and Education"
• Qi Guo (LinkedIn) "Learning-to-rank with neural network for LinkedIn searches"

11:00am — 11:20am Coffee break

11:20am — 12:00am Invited Talks by TF-Ranking Users (Part II)

• Alex Egg (Grubhub) "Search and Personalization at Grubhub"
• Aditya Grover (Stanford) and Robin Swezey (Rakuten Institute of Technology) "Differentiable Sorting and Ranking using NeuralSort"

12:00pm — 12:30pm TF-Ranking User Panel

12:30pm — 1:30pm Lunch

1:30pm — 2:50pm New Developments in TF-Ranking

• Xuanhui Wang "TFR.Keras"
• Shuguang Han "Ranking Pipeline"
• Honglei Zhuang "Neural GAMs"
• Rama Kumar Pasumarthi "Document Interaction Networks"
• Yan Zhu & Makoto Uchida "Data preparation, Training and Serving"

2:50pm — 3:15pm Coffee break

3:15pm — 3:45pm Mike Colagrosso: "TF-Ranking for Drive Quick Access"

3:45pm — 4:30pm Concluding Panel with the TF-Ranking team

4:30pm — 6:00pm Happy Hour