India's largest platform and marketplace for AI & Analytics leaders & professionals

Sign in

India's largest platform and marketplace for AI & Analytics leaders & professionals
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

  • Understanding Language Model Evaluation Metrics: A Comprehensive Overview

    Featured Article: Author: Mradul Jain, AB InBev Large language models, such as GPT, Llama, Bard, etc. have gained immense popularity for their ability to generate coherent and contextually relevant text. Evaluating the performance of these models is crucial to ensure their reliability and utility. To accomplish this, a range of metrics have been developed. In […]

  • How AI is supercharging Metaverse

    Featured Article: Author: Dr. Anish Agarwal, Global Head of Analytics, Dr. Reddy’s Laboratories The Metaverse is one of the most significant rising technologies right now. Some will say you have to travel in time to know about it. But the metaverse has given a huge platform to people to hypothetically get into the imaginary world. […]

  • Way to make object-recognition models perform better

    Adding a module that mimics part of the brain can prevent common errors made by computer vision models. Computer vision models known as convolutional neural networks can be trained to recognize objects nearly as accurately as humans do. However, these models have one significant flaw: Very small changes to an image, which would be nearly […]

  • Transforming Enterprises with a Generative AI Strategy

    Featured Article: Author:  Vijay Morampudi, Director, Wavelabs Technologies Generative AI has the potential to revolutionize industries as a whole. As a leader, it is crucial tocreate an effective generative AI strategy for your enterprise to stay competitive and take advantageof the technological advancementsThis article presents seven practical steps that can be followed to create a […]