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.

Our Sponsors

Diamond Sponsorship

Gold Sponsorship

Speakers

Uri Eliabayev MDLI Founder

Andraz Tori Head of recommendations, Outbrain

Noam Brezis CTO & Co-Founder, Pecan.ai | PhD Computational Neuroscience

Yam Peleg CEO & Chairman, Deep Trading

Dr. Gilad Katz Department of Software and Information Systems Engineering, Ben Gurion University

Yonatan Geifman Co-Founder & CEO,
Deci AI

Andres Asaravicius Data Science Team Lead, Riskified

Maximilian Balandat Research Scientist Manager, Facebook

Meir Maor Chief Architect, SparkBeyond

Gad Benram Innovation Researcher, DoiT International

Oren Steinberg Head of AI & ML Specialists in North & South EMEA, AWS

Assaf Klein ML Group Lead, Outbrain

Hila Weisman-Zohar Senior Data Scientist, Outbrain

Nofar Mishraki Machine Learning Engineer, Pecan.ai

the Agenda
15.08.2021

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

Andraz Tori, Outbrain
Next Generation AutoML 09:50

Noam Brezis, Pecan.ai
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, Pecan.ai
Closing Remarks 15:30

AutoML Conference 2021: Slides

Inbar

This August we had the first AutoML Conference, with leading researchers from the industry and academia who shared their work on AutoML with our community.