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Type: Talk Presentation [clear filter]
Monday, May 20
 

10:50am PDT

Deep Learning Vector Search Service Stevens Creek RoomMingqin Li • Jeffrey Zhu

11:10am PDT

A Distributed Machine Learning For Giant Hogweed Eradication Winchester RoomMasaru Dobashi • Naoto Umemori Signal Fabric—An AI-assisted Platform for Knowledge Discovery in Dynamic System Stevens Creek RoomSouren Aghajanyan • Roman Batoukov • Jian Zhang

11:30am PDT

AIOps: Challenges and Experiences in Azure Winchester RoomZe Li • Yingnong Dang Relevance Debugging and Explaining at LinkedIn Stevens Creek RoomDaniel Qiu • Yucheng Qian

11:50am PDT

Quasar: A High-Performance Scoring and Ranking Library Winchester RoomAndris Birkmanis • Fei Chen

12:10pm PDT

AI from Labs to Production - Challenges and Learnings Winchester RoomP Satya Madhuri • Malini Christina Raj • Ramprakash Ramamoorthy

1:30pm PDT

Predictive Caching@Scale Stevens Creek RoomVaishnav Janardhan • Adit Bhardwaj

2:10pm PDT

A Comprehensive View of a Large-Scale Deep Learning Offline Platform Stevens Creek RoomLukas Majercak • Shansi Ren • Jack Zhang • Junhua Wang

2:30pm PDT

The Power of Metrics—How to Monitor and Improve ML Efficiency Stevens Creek RoomYan Yan • Zhilan Zweiger

3:10pm PDT

Manifold: A Model-Agnostic Visual Debugging Tool for Machine Learning at Uber Stevens Creek RoomLezhi Li • Yunfeng Bai • Yang Wang

4:40pm PDT

Fast, Reliable, Yet Catastrophically Failing!?! Safely Avoiding Incidents When Putting Machine Learning into Production Lawrence/San Tomas/Lafayette RoomsRamin Keene Reinforcement Learning Based Incremental Web Crawling Stevens Creek RoomVatsal Agarwal

5:20pm PDT

Machine Learning Models as a Service Stevens Creek RoomTobias Wenzel • Vigith Maurice