India's largest platform and marketplace for GCCs & AI

Sign in

India's largest platform and marketplace for GCCs & AI
Become a Thought Leader
Become a 3AI Member

Sign in

3AI Digital Library

< Go Back

The era of XAI (Explainable AI): Exploring the Decision making Schemas of AI models

December 12, 2021

Aditya Kumar Pal
Lead Data Scientist
Rakuten

Are you still stuck at evaluating models using accuracy ? or do you feel interpretability is only limited to which variables are important for the model?

With this session, you will be able to look beyond. This session will introduce you to the world of XAI (Explainable AI) and its numerous contents. With XAI becoming one of the major pillars of AI and machine learning, let us understand how we can incorporate explainability into our models- be it a tabular data model, or a text data model or even an image model. XAI can explain you all. When you are able to open a black box model and explain the decisions it takes, it helps you understand complex relationships inside the model. So please join us to hear Aditya talk about XAI and its adoption to build trust in AI systems.

    3AI Trending Articles

  • Cloud Industry Trends for year 2021

    Dell Technologies shares top three cloud industry trends for the year 2021 The year 2020 has indeed been a year of transformation for everyone around the world. Businesses were forced to adapt to remote working models overnight. Earlier users ran their programs and applications from a server or a physical computer, however, now the same […]

  • The Best Practices for IoT Analytics

    In most ways, Internet of Things analytics is like any other analytics. However, the need to distribute some IoT analytics to edge sites, and to use some technologies not commonly employed elsewhere, requires business intelligence and analytics leaders to adopt new best practices and software. There are certain prominent challenges that Analytics Vendors are facing […]

  • Which Startup Ecosystem Attracted Higher Investments in 2020? – Bangalore or Delhi NCR

    Bengaluru continues to be ahead of Delhi NCR in terms of total funding raised by startups located in these cities The pandemic saw funding across the top startup hubs like Delhi NCR and Bengaluru drying up But both cities gave the country a steady influx of unicorns in 2020, keeping the interest of investors alive […]

  • Using AI to Outwit Malicious AI

    Robust Intelligence is among a crop of companies that offer to protect clients from efforts at deception. IN SEPTEMBER 2019, the National Institute of Standards and Technology issued its first-ever warning for an attack on a commercial artificial intelligence algorithm. Security researchers had devised a way to attack a Proofpoint product that uses machine learning to identify spam emails. The system produced email headers […]