SCaledml media archive - 2020

February 26 - 27, 2020

Learn from the best minds in the machine learning community.

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Intro_Reza

REZA ZADEH

Matroid & Stanford

Introduction to ScaledML 2020

 

Oren Etzioni - 2020

OREN ETZIONI

Allen Institute for Artificial Intelligence

AI and the Future of Humanity

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Reza_Zadeh

REZA ZADEH

Matroid & Stanford

Turning Machine Learning Research into Products for Industry

Megan Kacholiam - 2020

MEGAN KACHOLIA

Google

ML at Google Scale

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Andrej Karpathy - 2020

ANDREJ KARPATHY

Tesla

AI for Full Self-Driving

 

Ilya Sutskever - 2020

ILYA SUTSKEVER

OpenAI

The Power of Large-scale Generative Models and RL

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Wes_McKinney

WES MCKINNEY

Ursa Labs

Apache Arrow: Present and Future

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Savin_Goyal

SAVIN GOYAL

Netflix

Human-centric Approach to ML Infrastructure

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Panel - 2020

PANEL DISCUSSION

AI Products & MLOps

Pete Skomoroch, Jennifer Prendki, Alyona Medelyan, Robert Munro, Peter Bailis

Joe_Isaacson

JOE ISAACSON

Asimov

Optimizing the Design of Genetic Programs for Living Cells

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Mohamed Fawzy - 2020

MOHAMED FAWZY

Facebook

Training Models at Facebook Scale with PyTorch

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Dennis Abts - 2020

DENNIS ABTS

Groq

Ditching the 'C' in CPU: Groq's Tensor Streaming Processor (TM)

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Ion Stoica - 2020

ION STOICA

UC Berkeley

ML for Systems

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David Aronchick - 2020

DAVID ARONCHICK

Microsoft

Using MLOps to Bring ML to Production

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Francois Chollet -2020

FRANÇOIS CHOLLET

Google

Keras: The Next Five Years

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Kunle Olukotun - 2020

KUNLE OLUKOTUN

SambaNova Systems & Stanford

Accelerating Software 2.0

Joshua_Bloom

JOSHUA BLOOM

UC Berkeley

Towards Physics-informed ML Inference In Astrophysics

Matei Zaharia - 2020

MATEI ZAHARIA

Databricks & Stanford

Scaling Machine Learning Development with MLflow

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Jim Keller - 2020

JIM KELLER

Intel

Moore's Law in the age of AI Chips

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Josh_Romero

JOSH ROMERO

NVIDIA

Scaling DL on the Summit Supercomputer

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Peter_Mattson

PETER MATTSON

Google

MLPerf: Driving Innovation by Measuring Performance

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Sean_Lie

SEAN LIE

Cerebras Systems

Wafer-Scale ML

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