Here’s my take on the “mathematical foundations” of machine learning and AI. These course notes cover the basics of statistical learning theory, optimization, and functional analysis. nowak.ece.wisc.edu/MFML.pdf

Very proud of our researchers at AI4Bharat for this achievement!

Really looking forward to Yann LeCun's upcoming visit to IITM!

We're organising the Deployable AI workshop at AAAI 2025! We're inviting short (4 page) or long (7 page) papers on AI efficiency, explainability, fairness, privacy, reliability robustness, and social impact! Deadline: Nov. 22, 2024 AoE. Do submit--it'll be a fun workshop!

Honoured and humbled to be elected an AAAI Fellow this year, along with an illustrious cohort. Congratulations to all! Doubly happy to be receiving this recognition along with my good friend Sriraam Natarajan!! Thanks to my nominators, supporters, students, collaborators and,

Calling all potential MS & PhD students! 📢 IIT Madras has a solid and growing community of international students. Lots of tuition waivers & scholarships are up for grabs: apply by April 15th! #Masters #PhD #InternationalStudents #scholarships #IITMadras

I'm teaching databases this semester at Berkeley. My students all seem unusually brilliant. Not many go to office hours, and not too many folks post on the course forum asking project questions. Weirdly, the exam had the lowest recorded average in my 10 semesters teaching it.

🚀 AI4Bharat: Advancing Indian Language AI - Open & Scalable! 🇮🇳✨ Over the past 4 years, we at AI4Bharat have been on a mission to accelerate Indian language AI 🚀 —building large-scale datasets, models, and tools and releasing everything open-source for the community. Now, all

I'm hiring MS/PhD students! Lots of benefits: scholarships & salary top-ups, compute, international research visits! GATE exemptions for: * MS/MTech degree holders from India/abroad * Bachelors in a CFTI (IITs/NITs) See attached post/reach out!

I did a short interview on my group's work and my experience in academia so far.

Call for Papers: 4th Deployable AI workshop at AAAI 2026 is open for submissions. Paper submission deadline (Short/Full) Oct 22, 2025. More details: dai-workshop.github.io Balaraman Ravindran Arun Rajkumar Krishna Pillutla Harish Ramaswamy Arpita Biswas Gokul S Krishnan

🔍 When AI meets Law ⚖️ 🚨 A research from IIT Madras proposes a Legal Safety Score to ensure AI’s fairness + accuracy before deployment. We’re proud to highlight the trailblazing work of Dr Gokul S. Krishnan, Senior Research Scientist, CeRAI, IIT Madras and his team, who are