FedericoMarcuzzi

Pinned Repositories

ComputerVision_BlackJack
Final project for the Computer Vision course of Università Ca' Foscari Venezia, academic year 2017/2018. Blackjack card recognition (C++ and OpenCV).
Language:C++01
ComputerVision_Boundaries
Second assignment for the Computer Vision course of Università Ca' Foscari Venezia, academic year 2017/2018. Given an image, the program finds the boundaries of the objects (C++ and OpenCV).
Language:C++00
ComputerVision_Carspeed
Third assignment for the Computer Vision course of Università Ca' Foscari Venezia, academic year 2017/2018. Given a video of a cockpit showing the car speed, the program plots the speed over time curve during the acceleration from 0 to the maximum car speed (C++ and OpenCV).
Language:C++00
ComputerVision_MixImages
Second assignment for the Computer Vision course of Università Ca' Foscari Venezia, academic year 2017/2018. Given two images, the program combines them based on the threshold used (C++ and OpenCV).
Language:C++00
DominantSetLibrary
A Matlab library for the Dominant Set clustering
Language:MATLAB00
Explainable-Global-Fairness-Verification
Source code of the article "Explainable Global Fairness Verification of Tree-Based Classifiers" in proceeding at SaTML 2023 as a full paper.
Language:C++00
Feature-Partitioned-Forest
Master's Thesis code.
Language:Python01
Feature-Partitioning-for-Robust-Tree-Ensembles
Source code of the article "Feature Partitioning for Robust Tree Ensembles and Their Certification in Adversarial Scenarios" in proceeding at EURASIP Journal on Information Security.
Language:Python00
LambdaRank-Gradients-are-Incoherent
Source code of the article "LambdaRank Gradients are Incoherent" in proceeding at CIKM 2023 as a full paper.
Language:C++20
resilience-verification
Source code of the article "Beyond robustness: Resilience verification of tree-based classifiers" in proceeding at Computer & Security Journal.
Language:C++3 1 00

FedericoMarcuzzi's Repositories

FedericoMarcuzzi/resilience-verification
Source code of the article "Beyond robustness: Resilience verification of tree-based classifiers" in proceeding at Computer & Security Journal.
Language:C++3 1 00
FedericoMarcuzzi/LambdaRank-Gradients-are-Incoherent
Source code of the article "LambdaRank Gradients are Incoherent" in proceeding at CIKM 2023 as a full paper.
Language:C++20
FedericoMarcuzzi/ComputerVision_BlackJack
Final project for the Computer Vision course of Università Ca' Foscari Venezia, academic year 2017/2018. Blackjack card recognition (C++ and OpenCV).
Language:C++01
FedericoMarcuzzi/ComputerVision_Boundaries
Second assignment for the Computer Vision course of Università Ca' Foscari Venezia, academic year 2017/2018. Given an image, the program finds the boundaries of the objects (C++ and OpenCV).
Language:C++00
FedericoMarcuzzi/ComputerVision_Carspeed
Third assignment for the Computer Vision course of Università Ca' Foscari Venezia, academic year 2017/2018. Given a video of a cockpit showing the car speed, the program plots the speed over time curve during the acceleration from 0 to the maximum car speed (C++ and OpenCV).
Language:C++00
FedericoMarcuzzi/ComputerVision_MixImages
Second assignment for the Computer Vision course of Università Ca' Foscari Venezia, academic year 2017/2018. Given two images, the program combines them based on the threshold used (C++ and OpenCV).
Language:C++00
FedericoMarcuzzi/DominantSetLibrary
A Matlab library for the Dominant Set clustering
Language:MATLAB00
FedericoMarcuzzi/Explainable-Global-Fairness-Verification
Source code of the article "Explainable Global Fairness Verification of Tree-Based Classifiers" in proceeding at SaTML 2023 as a full paper.
Language:C++00
FedericoMarcuzzi/Feature-Partitioned-Forest
Master's Thesis code.
Language:Python01
FedericoMarcuzzi/Feature-Partitioning-for-Robust-Tree-Ensembles
Source code of the article "Feature Partitioning for Robust Tree Ensembles and Their Certification in Adversarial Scenarios" in proceeding at EURASIP Journal on Information Security.
Language:Python00
FedericoMarcuzzi/FedericoMarcuzzi.github.io
Personal web page.
Language:HTML
FedericoMarcuzzi/Filtering-out-Outliers-in-Learning-to-Rank
Source code of the article "Filtering out Outliers in Learning to Rank" in proceeding at ICTIR 2022 as a full paper.
Language:Python
FedericoMarcuzzi/On-the-Effect-of-Low-Ranked-Documents
Source code of the article "On the Effect of Low-Ranked Documents: A New Sampling Function for Selective Gradient Boosting" in proceeding at SAC 2023 as a full paper.
Language:Python
FedericoMarcuzzi/pytorch_language_detector_cld3-based
Pytorch implementation of Compact Language Detector v3 (CLD3) according to the description provided at https://github.com/google/cld3.
Language:Python
FedericoMarcuzzi/Ranking_Lib_Python
Common functions useful for managing and training ranking models.
Language:Python
FedericoMarcuzzi/TREANT
C++ implementation of the TREANT algorithm for robust tree training.
Language:C++