Mode of workshop: Online
This workshop will cover topics on:
- Lagrangian Gradient descent
- Projected gradient descent
- Dual ascent
- Convex optimisation.
Aug 20, 2022 – Sat (4 – 7pm)
Optima, gradients,KKT, Lagrangian Gradient descent.
- Identify and formulate optimisation algorithms.
- Verify necessary conditions for optimality.
Live session: 3 hrs lecture
Aug 21, 2022 – Sun ( 5- 7pm)
Projected gradient descent, Dual ascent, Convex optimisation.
- Implement basic algorithms for optimisation and understand their limitations.
- Use CVXOPT as a tool for convex optimisation.
Live session: 2 hrs lecture
Session dates: August 20-21, 2022
Time: Sat (4pm-7pm) and Sun ( 5pm-7pm)
Last date of Registration: August 13th ,2022