Name: Sina Baharlouei
Type: User
Bio: Ph.D. Student at the University of Southern California.
Large-scale Optimization for trustworthy AI (fair and robust machine learning) and healthcare.
Twitter: BaharloueiSina
Location: Los Angeles, CA
Blog: https://sinabaharlouei.github.io/website/
Sina Baharlouei's Projects
Implementation of basic AI algorithms => BFS, DFS, A*, Genetic, Minimax, Hill climbing, Simulated annealing , ...
Simple responsive charts
Advanced Design of Experiments: All homeworks and projects have been implemented by R language.
A web Project which is very similar to google plus. It is implemented by Zend Framework 1
Greek symbols plugin for IntelliJ IDEA
DB project - Itunes: Tables and a simple UI
Slides, Codes and Resources for Large-scale Optimization and Its Applications in Machine Learning
a cheat-sheet for mathematical notation in code form
Algorithms of Machine Learning
Implementation of Multiple Abstain Classes for the Detection of Adversarial Examples
My PhD Thesis
Source code for Sheikholeslami et al., "Provably Robust Classification of Adversarial Examples with Detection", ICLR 2021.
A simple Social Network code which is implemented by Zend And Mongo DB