Session + Live Q&A

Operationalizing Responsible AI in Practice

Enabling responsible development of artificial intelligent technologies is one of the major challenges we face as the field moves from research to practice. Researchers and practitioners from different disciplines have highlighted the ethical and legal challenges posed by the use of machine learning in many current and future real-world applications.  Now there are calls from across the industry (academia, government, and industry leaders) for technology creators to ensure that AI is used only in ways that benefit people and “to engineer responsibility into the very fabric of the technology.”   Overcoming these challenges and enabling responsible development is essential to ensure a future where AI and machine learning can be widely used. In this talk, we are discussing the latest practical approaches to responsible AI and demonstrate how our latest open source and cloud integrated responsible ML capabilities empower data scientists and developers to understand and improve ML models better. 


Mehrnoosh Sameki

Senior Technical Program Manager & Tech Lead @Microsoft

Mehrnoosh Sameki is a senior technical program manager and tech lead at Microsoft, responsible for leading the product efforts on operationalizing responsible AI in practices within the Open Source and Azure Machine Learning platform. She has cofounded Error Analysis, Fairlearn, and...

Read more


Monday Apr 4 / 01:40PM BST (50 minutes)


Whittle, 3rd flr.


Innovations in ML Systems


Tech EthicsMachine Learning

Add to Calendar

Add to calendar


From the same track

Session + Live Q&A Open Source

Open Machine Learning

Monday Apr 4 / 11:50AM BST

In this talk, Omar will talk about trends in the ML ecosystem for Open Science and Open Source. Omar will talk about the power of creating interactive demos using Open Source libraries, BigScience, a one-year long research workshop involving over 700 researchers, and other community-led efforts...

Omar Sanseviero

Machine Learning Engineer @huggingface

Session + Live Q&A Machine Learning

A Chat with the Experts

Monday Apr 4 / 04:10PM BST

Join Cassie Breviu as your host for a discussion about ML and get all your questions answered from the amazing speakers in the Innovations in ML track!

Omar Sanseviero

Machine Learning Engineer @huggingface

Mehrnoosh Sameki

Senior Technical Program Manager & Tech Lead @Microsoft

Sara Bergman

Software Engineer at the Green Software Foundation

Session + Live Q&A Edge Computing

How to Operationalize Transformer Models on the Edge

Monday Apr 4 / 10:35AM BST

Sometimes the hardest part of building ML solutions is deployment. In this session, we will look at different model deployment architectures, how to deploy with edge devices and inference in different programming languages. By the end of the demo-heavy session, you will see how to optimize large...

Cassie Breviu

Senior Program Manager @Microsoft

Session + Live Q&A Machine Learning

The Next Decade of Software Is About Climate - What Is the Role of ML?

Monday Apr 4 / 02:55PM BST

Climate action has risen to the top of many technology companies' agenda. But how does one get started? Green software engineering is an emerging discipline and being a part of the climate change solution is a relatively new part of many software companies' strategy. With accuracy hungry...

Sara Bergman

Software Engineer at the Green Software Foundation


Unconference: ML Innovations

Monday Apr 4 / 05:25PM BST

Details coming soon.

View full Schedule