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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. KAN-Papers KAN-Papers Public

    A complete list of papers on Kolmogorov-Arnold Networks (KANs) extracted from arXiv

    Jupyter Notebook

  2. Catastrophic-Overfitting-Papers Catastrophic-Overfitting-Papers Public

    A full list of papers on Catastrophic Overfitting from arXiv

    Jupyter Notebook

  3. RUL-Papers RUL-Papers Public

    An awesome list of papers on remaining useful life (RUL) prediction from arXiv

    Jupyter Notebook 2

  4. SPML2024 SPML2024 Public

    Assignments and Presentations for Security and Privacy in Machine Learning 2024

    Jupyter Notebook

  5. music-classification-with-spectrograms music-classification-with-spectrograms Public

    Music Classification using Spectrograms and Convolutional Neural Networks

    Jupyter Notebook 2

  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