Walid Krichene

Notes

Convex optimization

Notes on topics in convex optimization
PCA and SVD
Robust PCA report (class project for EE227A - Convex optimization)

Topology and Measure theory

My solutions to the problems from MATH 202A-B (Real analysis, Topology and Measure theory)
notes/math202/math202a_problemset1.pdf
notes/math202/math202a_problemset2.pdf
notes/math202/math202a_problemset3.pdf
notes/math202/math202a_problemset4.pdf
notes/math202/math202a_problemset5.pdf
notes/math202/math202a_problemset6.pdf
notes/math202/math202a_problemset7.pdf
notes/math202/math202a_problemset8.pdf
notes/math202/math202a_problemset9.pdf
notes/math202/math202a_problemset10.pdf
notes/math202/math202a_problemset11.pdf
notes/math202/math202a_problemset12.pdf
notes/math202/math202a_problemset13.pdf

notes/math202/math202b_ps1.pdf
notes/math202/math202b_ps2.pdf
notes/math202/math202b_ps3.pdf
notes/math202/math202b_ps4.pdf
notes/math202/math202b_ps5.pdf
notes/math202/math202b_ps6.pdf
notes/math202/math202b_ps7.pdf
notes/math202/math202b_ps8.pdf
notes/math202/math202b_ps9.pdf
notes/math202/math202b_ps10.pdf
notes/math202/math202b_ps11.pdf

Probability Theory

My solutions to the problems from STATS 205A (Probability Theory)
notes/stats205A/stat205_ps01.pdf
notes/stats205A/stat205_ps02.pdf
notes/stats205A/stat205_ps03.pdf
notes/stats205A/stat205_ps04.pdf
notes/stats205A/stat205_ps05.pdf
notes/stats205A/stat205_ps06.pdf
notes/stats205A/stat205_ps07.pdf
notes/stats205A/stat205_ps08.pdf

Randomized algorithms and Data Structures

My solutions to the problems from CS 270 (Randomized Algorithms)
notes/cs270/cs270_hw1.pdf
notes/cs270/cs270_hw2.pdf
notes/cs270/cs270_hw3.pdf
notes/cs270/cs270_hw4.pdf

Convex Optimization (EE227C)

My solutions to the problems from EECS 227C (Convex Optimization and Approximation)
notes/convex/ee227C_ps01.pdf
notes/convex/ee227C_ps02.pdf
notes/convex/ee227C_ps03.pdf

Additional notes on online learning and convex analysis

See the Reading group section