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--- 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]]