In order to engage individuals that are unable to attend the workshop in person, we plan to make all materials including presentation slides available online.

Following the inaugural PeRSonAl tutorial, held in conjunction with ASPLOS 2020, you can find all slidedecks and pre-recorded talks on the PeRSonAl at ASPLOS 2020 website. The presentations review several open-source projects related to personalized recommendation systems that are summarized here. The links to the projects are listed below:

  1. RecoGym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising
  2. Deep Learning Recommendation Model (DLRM) for Personalization and Recommendation Systems (MLPerf)
  3. Microsoft Recommenders
  4. DeepRecSys: A System for Optimizing End-To-End At-scale Neural Recommendation Inference