Sina Sheikholeslami

EIT-Digital-In-Farsi. A brief introduction to EIT Digital Master School program for Iranian prospective master students.

automl-resources. A list of resources, papers, and articles on AutoML, Automatic Hyperparameter Tuning, and Neural Architecture Search.

phd-diary. Diary of my PhD studies (2019-2024?)

bayesian-machine-learning. Notebooks related to Bayesian methods for machine learning

StreamGen. A Simple Stream Generator for Stream Data Processing on Spark.

ablation-paper-experiments. Instructions and materials to reproduce the experiments for "AutoAblation: Automated Parallel Ablation Studies for Deep Learning".

utilizing-llms-for-ablation-studies. Code and results from our paper, "Utilizing Large Language Models for Ablation Studies in Machine Learning and Deep Learning" (AblationMage), published in EuroMLSys 2025.

undergradthesis-report-farsi. Repository for the Farsi version of my Undergraduate Thesis (SDMiner: A Tool for Mining Data Streams on Top of Apache Spark)

Playlist2Files. A simple android app to export .m3u playlists to folders containing ordered music files.

RESTInPeace. A simple android application that checks the availability of a desired RESTful server.

maggy. Meta Learning framework for Deep Learning

importance-aware-data-parallel-training. Supplementary material for "The Impact of Importance-aware Dataset Partitioning on Data-parallel Training of Deep Neural Networks", published at DAIS 2023.

getting-enrolled-in-kth-eecs-phd. A guide for prospective PhD students who have received an offer of admission to the Doctoral Program of EECS school of KTH.

EIT-Data-Science-Master-Program-How-To-Survive. So you got accepted into EIT Digital Master School? Congratulations! It's gonna be fun, but you can also make mistakes.

dnn-weight-initialization-from-hp-tuning. Code and results from our paper, "Deep Neural Network Weight Initialization from Hyperparameter Tuning Trials", published at ICONIP 2024.

Introduction-to-Scala-Notebook. An import-ready Databricks Notebook that provides an overview of essential Scala.