📔 Information Theoretic Learning
Graduate Course, IISc, 2024
📌 Logistics: This is a self-taught course. The topics are designed by myself mostly following the book: Information Theory: From Coding to Learning by Y. Polyanskiy and Y. Wu.
Teaching and Courses
📔 Conformal Prediction and Learning
Graduate Course, IISc, 2024
📌 Logistics: This is a self-taught course. The topics are designed by myself mostly following the book: Algorithmic learning in a random world by V.Vovk, A.Gammerman, and G.Shafer.
📔 Concentration Inequalities
Graduate Course, IISc, 2024
📌 Logistics: Lecture notes consists of materials from my coursework at IISc.
📔 Algebra
Graduate Course, IISc, 2023
📌 Logistics: These course notes are from my coursework at ISI and IISc. Further course notes are in preperation will be posted soon.
📔 Measure Theory
Graduate Course, IISc, 2023
📌 Logistics: Lecture notes consists of materials from my coursework at IISc.
📔 Differentially Private Learning
Graduate Course, IISc, 2023
📌 Logistics: These are self prepared notes required for my research on Differential Privacy.
📔 Online Prediction and Learning
Graduate Course, IISc, 2022
📌 Logistics: Lecture notes consists of materials from my coursework at IISc.
📔 Detection and Estimation Theory
Graduate Course, IISc, 2022
📌 Logistics: Lecture notes consists of materials from my coursework both at IISc.
📔 Topology
Graduate Course, IISc, 2022
📌 Logistics: These course notes are from my coursework at ISI and IISc. More course notes are in preperation will be posted soon.
📔 Multivariable Calculus
Graduate Course, ISI & IISc, 2022
📌 Logistics: Lecture notes consists of materials from my coursework both at ISI and IISc.
📔 Linear Algebra
Graduate Course, ISI & IISc, 2022
📌 Logistics: Lecture notes consists of materials from my coursework both at ISI and IISc. Further course notes are in preperation will be posted soon.
📔 Real Analysis
Graduate Course, ISI & IISc, 2022
📌 Logistics: Lecture notes consists of materials from my coursework both at ISI and IISc.