Category: General

Crafting Explainable AI Systems for Actionable Human-AI Interactions Session presented at ACM CHI 2024: https://chi2024.acm.org/ Pre-print of the paper: https://arxiv.org/abs/2401.04118 Access the presentation and poster from Zenodo: https://zenodo.org/records/11086580 Abstract With Artificial Intelligence (AI) becoming ubiquitous in every application domain, the need for explanations is paramount to enhance transparency and trust among non-technical users. Despite the…
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EXMOS: Explanatory Model Steering Through Multifaceted Explanations and Data Configurations – ACM CHI 2024

Presented at ACM IUI 2023 in Sydney, Australia: https://iui.acm.org/2023/accepted_papers.html About Me: I am an Explainable AI Researcher from India working in KU Leuven, Belgium. PROFESSIONAL SUMMARY✫ Experienced Data Scientist and AI/ML Engineer with 7+ years of experience in Data Science, Machine Learning, IoT, and Software Development with 2 years of people management experience.✫ Author of…
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Learn how to bridge the gap between AI and non-technical consumers of AI by building Explainable AI systems from this book On July 29th, 2022, my book on Applied Machine Learning Explainability Techniques was launched world wide from Packt publishing on the technical topic of Explainable AI (XAI). XAI is an emerging field for bringing…
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Today marks the 10th day of Daily Dose of Data Science series! Since the last 10 days you have been getting certain tips, ideas and recommendations about various aspects of the Data Science process for all level of Data Science and Machine Learning enthusiasts. Considering my experience from the field, today I wanted to share some…
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