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SummerofReproducibility24
Understanding Data Leakage in Machine Learning: A Focus on TF-IDF
Hello again! This is my final blog post, and I will be discussing the second material I created for the 2024 Summer of Reproducibility Fellowship. As you may recall from my first post, I am working on the Exploring Data Leakage in Applied ML: Reproducing Examples of Irreproducibility project with Fraida Fund and Mohamed Saeed as my mentors.
Kyrillos Ishak
Last updated on Sep 5, 2024
SummerofReproducibility24
Reproducing and addressing Data Leakage issue : Duplicates in dataset
Hello! In this blog post, I will explore a common issue in machine learning called data leakage, using an example from the paper: Benedetti, P., Perri, D., Simonetti, M., Gervasi, O.
Kyrillos Ishak
Last updated on Aug 24, 2024
SummerofReproducibility24
[MidTerm] ScaleRep: Reproducing and benchmarking scalability bugs hiding in cloud systems
Hey there, scalability enthusiasts and fellow researchers! Iโm excited to share my progress on the ScaleRep project for SoR 2024 under the mentorship of Bogdan "Bo" Stoica and Yang Wang. Hereโs a glimpse into how weโre tackling scalability bugs in large-scale distributed systems.
Zahra Nabila Maharani
Last updated on Aug 6, 2024
SummerofReproducibility24
Data leakage in applied ML: reproducing examples of irreproducibility
Hello, I am Kyrillos Ishak I am happy to be part of SOR 2024, I am working on Data leakage in applied ML: reproducing examples of irreproducibility project. My proposal was accepted.
Kyrillos Ishak
Last updated on Jun 14, 2024
SummerofReproducibility24
ScaleRep: Reproducing and benchmarking scalability bugs hiding in cloud systems
Hi! I’m Zahra, an undergraduate at Universitas Dian Nuswantoro, Indonesia. As part of the ScaleRep my proposal under the mentorship of Bogdan "Bo" Stoica and Yang Wang aims to systematically understand, characterize, and document the challenges associated with scalability bugs in large-scale distributed systems.
Zahra Nabila Maharani
Last updated on Jun 8, 2024
SummerofReproducibility24
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