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George Giapitzakis

MMath Student
University of Waterloo
ggiapitz (at) uwaterloo.ca


Publications

  1. Learning to Add, Multiply, and Execute Algorithmic Instructions Exactly with Neural Networks
    Artur Back de Luca*, George Giapitzakis*, Kimon Fountoulakis
    PDF BibTex

  2. HiLD at ICML 2025
    Exact Learning of Permutations for Nonzero Binary Inputs with Logarithmic Training Size and Quadratic Ensemble Complexity
    George Giapitzakis, Artur Back de Luca, Kimon Fountoulakis
    3rd Workshop on High-dimensional Learning Dynamics (HiLD), ICML 2025
    PDF BibTex

  3. ICML 2025
    Positional Attention: Expressivity and Learnability of Algorithmic Computation
    Artur Back de Luca*, George Giapitzakis*, Shenghao Yang*, Petar Veličković, Kimon Fountoulakis
    Forty-Second International Conference on Machine Learning
    PDF Code BibTex

  4. On the practicality of quantum sieving algorithms for the shortest vector problem
    (a-b) Joao F. Doriguello, George Giapitzakis, Alessandro Luongo, Aditya Morolia
    PDF BibTex Accepted for a talk at QCTiP 2025

  5. COBRA - COnfidence score Based on shape Regression Analysis for method-independent quality assessment of object pose estimation from single images
    Panagiotis Sapoutzoglou, George Giapitzakis, Georgios Floros, George Terzakis, Maria Pateraki
    PDF BibTex

* denotes equal contribution, (a-b) denotes alphabetical ordering

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