SCALEDML MEDIA ARCHIVE - 2019

March 27 - 28, 2019

Learn from the best minds in the machine learning community.

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Reza Zadeh - ScaledML 2019 Introduction

REZA ZADEH

Matroid & Stanford

Introduction to ScaledML 2019

David Patterson - Domain-Specific Architectures for Deep Neural Networks

DAVID PATTERSON

UC Berkeley & Google

Domain Specific Architecture for Deep Neural Networks

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Reza Zadeh - Scaling Computer Vision across AI chips and the Cloud

REZA ZADEH

Matroid & Stanford

Scaling Computer Vision Across AI Chips and the Cloud

Dmytro Dzhulgakov - PyTorch at Facebook Scale

DMYTRO DZHULGAKOV

Facebook

PyTorch at Facebook Scale

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Wei Li - Performance Software for Deep Learning

WEI LI

Intel

Performance Software for Deep Learning

Clement Farabet - Inside Nvidias AI Infrastructure for Self-Driving Cars

CLÉMENT FARABET

NVIDIA

Inside NVIDIA's AI Infrastructure for Self-Driving Cars

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Nicolo Fusi - Toward More Automated and Ethical Machine Learning

NICOLO FUSI

Microsoft

Towards More Automated and Ethical Machine Learning

Bill Dally - Accelerating AI

BILL DALLY

NVIDIA & Stanford

Accelerating AI

Pete Warden - Running ML Models in less than 100KB on Embedded Devices

PETE WARDEN

Google

Running ML Models in less than 100KB on Embedded Devices

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Simon Knowles - Design Considerations for Large Learning Machines

SIMON KNOWLES

Graphcore

Design Considerations for Large Learning Machines

Dawn Song - AI and Security- Lessons and Future Directions

DAWN SONG

UC Berkeley

AI and Security: Lessons and Future Directions

Manuel Blum - Towards a Conscious AI- A Computer Architecture inspired by Neuroscience

MANUEL BLUM

Carnegie Mellon University

Towards a Conscious AI: A Computer Architecture inspired by Neuroscience

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Matei Zaharia - MLflow- An Introduction

MATEI ZAHARIA

Databricks & Stanford

MLFlow: An Introduction

Ion Stoica - AI and Systems at RISELab

ION STOICA

Databricks & UC Berkeley

AI and Systems at RISELabs

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Supreet Oberoi - Computer Vision Applications using Matroid at Oracle

SUPREET OBEROI

Oracle

Computer Vision Applications using Matroid at Oracle

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Srinivas Narayanan - AI at Scale at Facebook

SRINIVAS NARAYANAN

Facebook

AI at Scale at Facebook

Lise Getoor - Responsible Data Science

LISE GETOOR

UC Santa Cruz

Responsible Data Science

Ilya Sutskever - GPT-2

ILYA SUTSKEVER

OpenAI

GPT-2