AutoML Conference 2021

Thank you for joining us, see you again next year!

About the Conference

For the first time, MDLI is planning an online event on August 15th 2021, dedicated to AutoML, with all the top voices in the field.

Our goal is to shed light on this growing field by allowing leading researchers from the industry and academia to share their work with our community.

Join us to hear what the future holds for AutoML. The event will include a number of keynotes, an experts’ panel, and technical talks.

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the Agenda

  • Welcome to AutoML 09:30
  • AutoML will eat our world 09:35

    Andraz Tori, Outbrain

  • Next Generation AutoML 09:50

    Noam Brezis,

  • Brute force feature engineering 10:10

    Yam Peleg, Deep Trading

  • NEON : Zero-Shot Compression Agent for DenseNetworks 10:25

    Dr. Gilad Katz​, Ben Gurion University

  • The rise of Neural Architecture Search (NAS) and its limitations 10:45

    Yonatan Geifman, Deci ai

  • Break 11:00
  • From Sequential to Parallel, a story about Bayesian Hyperparameter Optimization 11:15

    Andres Asaravicius, Riskified

  • Latency-Aware Neural Architecture Search with Multi-Objective Bayesian Optimization 11:30

    Maximilian Balandat, Facebook

  • Panel: AutoML - Are We Ready? 11:45

    Uri Eliabayev (MDLI), Meir Maor (SparkBeyond), Gad Benram (DoiT) , Oren Steinberg (AWS)

  • Break 12:30
  • AutoML in RecSys - Industry Use Cases 13:30

    Assaf Klein & Hila Weisman-Zohar, Outbrain

  • Technical talk: How to build scalable and generic ML data pipelines 14:30

    Nofar Mishraki,

  • Closing Remarks 15:30

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