# AI News, Prasoon Goyal

- On Thursday, October 4, 2018
- By Read More

## Prasoon Goyal

That is to say, given 100 images of a person and infinite computational power and time, is there a foolproof way to recognize an unseen photo of that person?

This is precisely the relation between machine learning and optimization - machine learning involves coming up with a mathematical model for a problem, which often turns out to be an optimization problem, that can now be solved using mathematical techniques.

- On Wednesday, January 16, 2019

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**Convex Optimization for Finance**

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**Lecture 1 | Convex Optimization I (Stanford)**

Professor Stephen Boyd, of the Stanford University Electrical Engineering department, gives the introductory lecture for the course, Convex Optimization I (EE ...

**Lagrange Multipliers with equality and inequality constraints (KKT conditions)**

**Mod-01 Lec-22 Unconstarined multivariable optimization**

Optimization by Prof. A. Goswami & Dr. Debjani Chakraborty,Department of Mathematics,IIT Kharagpur.For more details on NPTEL visit