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08:15Registration OpensRegistration open.
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08:45 - 09:00Introduction to ScaledML 2020Introduction to ScaledML 2020.
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Allen Institute for Artificial Intelligence09:00 - 9:45Oren EtzioniAI and the Future of Humanity
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Matroid & Stanford9:45 - 10:30Reza ZadehTurning Machine Learning Research into Products for Industry
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Google10:30 - 11:00Megan KacholiaML at Google Scale
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Tesla11:00 - 11:30Andrej KarpathyAI for Full Self-Driving
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OpenAI11:30 - 12:00Ilya SutskeverThe Power of Large-scale Generative Models and RL
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Grand Hall12:00 - 13:00Lunch
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Ursa Labs13:00 - 13:30Wes McKinneyApache Arrow: Present and Future
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Netflix13:30 - 14:00Savin GoyalHuman-centric Approach to ML Infrastructure
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Panel Discussion14:00 - 15:00Pete Skomoroch, Jennifer Prendki, Alyona Medelyan, Robert Munro, Peter BailisAI Products (focusing on MLOps, ML platforms, & challenges and opportunities shipping AI products in different types of organizations)
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15:00 - 15:30Networking BreakCoffee break
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Asimov15:30 - 16:00Joe IsaacsonOptimizing the Design of Genetic Programs for Living Cells
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Facebook16:00 - 16:30Mohamed FawzyTraining Models at Facebook Scale with PyTorch
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Salesforce16:30 - 17:00Richard SocherImpactful AI
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Poster Session17:00 - 19:00Appetizers will be served. Posters by:- Pure Storage
- Tangent
- Rosebud AI
- JPMorgan Chase
- H2O.ai
- Databricks
- Deepen AI
- embarc
- Georgia State University
- Logical Clocks
- UnifyID
- VMware
- Tractica
- UC Berkeley
- Shell
- NVIDIA
- Ground Round
- Samsung
- Microsoft
- Facebook
- GoogleIn the Grand Hall
Speakers
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Oren EtzioniAllen Institutefor Artificial Intelligence -
Ion StoicaUC Berkeley -
Megan KacholiaGoogle -
Matei ZahariaDatabricks & Stanford -
François CholletGoogle -
Reza ZadehMatroid & Stanford -
Jim KellerIntel -
Ilya SutskeverOpenAI -
Andrej KarpathyTesla -
Richard SocherSalesforce -
Peter BailisSisu & Stanford -
Alyona MedelyanThematic -
Jennifer PrendkiAlectio -
Robert MunroCEO of Machine Learning Consulting, LLC -
Pete SkomorochData Wrangling -
David AronchickMicrosoft -
Wes McKinneyUrsa Labs -
Anima AnandkumarNVIDIA & Caltech -
Josh RomeroNVIDIA -
Joshua BloomUC Berkeley -
Sean LieCerebras Systems -
Peter MattsonGoogle & MLPerf -
Joe IsaacsonAsimov -
Mohamed FawzyFacebook -
Savin GoyalNetflix -
Dennis AbtsGroq -
Kunle OlukotunSambaNova & Stanford -
You!Submit your talk here
