Trusted AI Technical Workshop

Cambridge, MA, USA and virtual
Add to calendar

About

This is a two-and-a-half-hour workshop over two days on the theme of Trustworthy AI. The first day is a lecture and demo on the Trust 360 toolkits and their enhanced editions for making your machine learning models more fair, robust, explainable, and transparent. The second day starts with a demo of a new way to discover trust issues: multidimensional subset scanning and concludes with a group discussion with the IBM Research Trustworthy AI team.

Why attend

IBM Research has pioneered the field of Trustworthy AI since its very beginnings a decade ago. In this workshop, you will learning about the topic through the AI Fairness 360, AI Explainability 360, Adversarial Robustness 360, and Uncertainty Quantification 360 toolkits, which are considered to be de facto standards among data science practitioners using Python. Many of their capabilities come together in a transparency approach known as AI FactSheets 360, in a new AI Risk Assessment offering, in a synthetic data generation capability from IBM Research, and in IBM’s enterprise-grade software solution Watson OpenScale within the Cloud Pak for Data suite, including its new AI Governance offering.

Prerequistes Background in Data Science or Computer Science

Speakers

KV
Kush Varshney

Kush Varshney

Distinguished Research Scientist and Manager Research
IBM
SS
Skyler Speakman

Skyler Speakman

Senior Research Scientist Research
IBM
MS
Moninder Singh

Moninder Singh

Research Staff Member Research
IBM

Agenda

  • Take part in a day of interactive learning, as we explore that application of Trusted AI in real-world scenarios and share how the creative use of the AI Fairness 360, AI Explainability 360, Adversarial Robustness 360, and Uncertainty Quantification 360 software toolkits are being used to solve major problems.

    • Trust 360 toolkits and their enhanced editions for making your machine learning models more fair, robust, explainable, and transparent
    • Distribution of knowledge check to practice application of APIs at home
    • Modernize your approach by leveraging a state of the art Trusted AI SDK in our IBM Research JupyterLab
    KV
    Kush Varshney
    Kush Varshney
    Distinguished Research Scientist and Manager Research
    IBM
    MS
    Moninder Singh
    Moninder Singh
    Research Staff Member Research
    IBM

Related Events