---
title: "EE 364A: Convex Optimization"
type: course-overview
source-count: 17
status: active
confidence: high
---

# EE 364A: Convex Optimization

Stanford course with 17 lecture notes.

## Lecture Timeline

- **2025-01-06** — [SU-EE364a JAN062026](../raw/course/ee364a/kbhsu_ee364a_jan062025.md)
- **2025-03-03** — [SU-EE364A MAR032026](../raw/course/ee364a/kbhsu_ee364a_mar032025.md)
- **2026-01-08** — [SU-EE364A JAN082026](../raw/course/ee364a/kbhsu_ee364a_jan082026.md)
- **2026-01-13** — [SU-EE364A JAN132026](../raw/course/ee364a/kbhsu_ee364a_jan132026.md)
- **2026-01-15** — [SU-EE364A JAN152026](../raw/course/ee364a/kbhsu_ee364a_jan152026.md)
- **2026-01-20** — [SU-EE364A JAN202026](../raw/course/ee364a/kbhsu_ee364a_jan202026.md)
- **2026-01-22** — [SU-EE364A JAN222026](../raw/course/ee364a/kbhsu_ee364a_jan222026.md)
- **2026-01-27** — [SU-EE364A JAN272026](../raw/course/ee364a/kbhsu_ee364a_jan272026.md)
- **2026-02-02** — [SU-EE364A FEB022026](../raw/course/ee364a/kbhsu_ee364a_feb022026.md)
- **2026-02-03** — [SU-EE364A FEB032026](../raw/course/ee364a/kbhsu_ee364a_feb032026.md)
- **2026-02-05** — [SU-EE364A FEB052026](../raw/course/ee364a/kbhsu_ee364a_feb052026.md)
- **2026-02-10** — [SU-EE364A FEB102026](../raw/course/ee364a/kbhsu_ee364a_feb102026.md)
- **2026-02-19** — [SU-EE364A FEb192026](../raw/course/ee364a/kbhsu_ee364a_feb192026.md)
- **2026-02-24** — [SU-EE364A FEB242026](../raw/course/ee364a/kbhsu_ee364a_feb242026.md)
- **2026-02-26** — [SU-EE364A FEB262026](../raw/course/ee364a/kbhsu_ee364a_feb262026.md)
- **2026-03-05** — [SU-EE364A MAR052026](../raw/course/ee364a/kbhsu_ee364a_mar052026.md)
- **2026-03-10** — [SU-EE364A MAR102026](../raw/course/ee364a/kbhsu_ee364a_mar102026.md)

## Key Topics Referenced

- [[Approximation And Fitting]]
- [[Centering]]
- [[Complementary Slackness]]
- [[Conjugate Function]]
- [[Constructive Convexity Verification]]
- [[Convergence Of Self Concordant Functions]]
- [[Convex Functions]]
- [[Convex Optimization]]
- [[Convex Problem Hiearchy]]
- [[Convex Problems]]
- [[Convex Sets]]
- [[Convexity Preserve Line Restriction]]
- [[Cvxpy]]
- [[Descent Method]]
- [[Diciplined Convex Programming]]
- [[Dual Transformation]]
- [[Duality For Feasible Problems]]
- [[Equality Constrained Minimization]]
- [[Extended Value Extension]]
- [[Farkas Lemma]]
- [[Function Convexity Conditions]]
- [[Geometric Interperattion Of The Dual]]
- [[Geometric Programming]]
- [[Interior Point Method]]
- [[Iterative Method]]
- [[Jensen S Inequality]]
- [[Linear Constraint Optimization]]
- [[Maximum Likelihood Estimation With Convex Optimization]]
- [[Minimum Volume Elipsolid]]
- [[Non Linear Optimization]]

