Publications
- This research publication analyzes the definition and forms of fake news on social media, and is a comparative study of deep learning models to identify phony information, verify the validity of various claims and facts, catch fake content, and so on.
- It discusses limitations of deep learning with insights into the fairness, interpretability, and accountability of the fake news detection algorithms.
- Accepted in Springer published book titled ‘Deep Learning for Social Media Data Analytics’ (to be released in November 2022) as a part of their popular book series Studies in Big Data.
- The book introduces the readers to the first act of Machine Learning, Dataset Curation. This step-by-step guide accompanies code examples in Python from the extraction of real-world datasets and practical tips to identify valuable information on web. In addition, it also dives deep into how data fits into the Machine Learning ecosystem and highlights the impact of data-centric approaches on ML system’s performance.
- Till date, delivered 25+ talks across US and beyond to champion the importance of data in Machine Learning under the #DataForML campaign.
- Endorsed by leading ML experts in Academia and Industry; Forewords by: Julian McAuley, Laurence Moroney, and Mengting Wan.
- It is available both as paperback and Kindle eBook, grab a copy here!
- This ACM publication focuses on spatial interface of agent-based simulation platforms to visualize the evolution of the system through time. It analyses state-of-the-art, scrutinizing in terms of programming flexibility, extensibility, portability, scalability, and interaction. Subsequently it highlights the efforts in building an open-source extension for CORMAS’ spatial interface in Pharo.
- Presented at the 12th edition of the International Workshop on Smalltalk Technologies held in Maribor, Slovenia.
- As an Open Source Developer, contributed to this book published by Square Bracket Associates that introduces the Pharo programming environment, the language and the associated tools. It also puts forward common practices of the Pharo environment with a focus on object-oriented design.
