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RamtinMoslemi/README.md

👋 Hi, I’m @RamtinMoslemi

I'm a Computer Engineering student at Sharif University of Technology.

🤖 I'm interested in AI and ML

In particular I find the fields of Deep Learning and Reinforcement Learning and their practical applications quite fascinating.

I'm also interested in Adversarial Robustness and Security and Privacy issues in Machine Learning.

🔬 Research Interests

  • Reinforcement Learning
    • Deep Reinforcement Learning
    • Stochastic and Black-Box Optimization
    • Multi-Agent Reinforcement Learning
  • Trustworthy AI
    • Adversarial Robustness
    • Differential Privacy
    • Explainable AI
  • Geometric Deep Learning
    • Machine Learning with Graphs
    • Graph Neural Networks
  • Deep Generative Models
    • Latent Variable Models, Score-Based and Diffusion Models
    • Large Language Models, Foundation Models

⚙️ Skills

Programming Languages

Python C C++ R Java C#

Frameworks & Libraries

PyTorch PyTorch Geometric TensorFlow Keras NumPy Matplotlib Pandas scikit-learn OpenCV

Other Skills

Prometheus Debian LaTeX Git GitHub

Pinned Loading

  1. SPML2024 SPML2024 Public

    Assignments and Presentations for Security and Privacy in Machine Learning 2024

    Jupyter Notebook

  2. music-classification-with-spectrograms music-classification-with-spectrograms Public

    Music Classification using Spectrograms and Convolutional Neural Networks

    Jupyter Notebook 2

  3. LinearAlgebra LinearAlgebra Public

    Python

  4. RamtinMoslemi RamtinMoslemi Public

    Config files for my GitHub profile.

  5. RamtinMoslemi.github.io RamtinMoslemi.github.io Public

    HTML

  6. reinforcement-learning-an-introduction reinforcement-learning-an-introduction Public

    Forked from ShangtongZhang/reinforcement-learning-an-introduction

    Python Implementation of Reinforcement Learning: An Introduction

    Python