alexjungaalto
Tenured Associate Professor of Machine Learning at Aalto University, specializing in the mathematical foundations of trustworthy federated learning.
Aalto UniversityEspoo
Pinned Repositories
alexjungaalto.github.io
My github page
cs-c3240spring2022
FederatedLearning
Material workbench for the master-level course CS-E4740 "Federated Learning"
MachineLearningTheBasics
Working files for the textbook project "Machine Learning. The Basics"
masterthesis
Info package for students who are about to start working on their master thesis.
MLwithPython2019
student notebooks with coding assignments for “Machine Learning with Python” offered at Aalto University and FiTech
nLassoExpFamPDSimulations
Source code for numerical experiments in "LEARNING NETWORKED EXPONENTIAL FAMILIES WITH NETWORK LASSO"
ResearchPublic
Recent papers and supplementary material
Teaching
Teaching Material
xsdenpublic
Public material for the Academy of Finland project X-SDEN
alexjungaalto's Repositories
alexjungaalto/MachineLearningTheBasics
Working files for the textbook project "Machine Learning. The Basics"
alexjungaalto/FederatedLearning
Material workbench for the master-level course CS-E4740 "Federated Learning"
alexjungaalto/Teaching
Teaching Material
alexjungaalto/masterthesis
Info package for students who are about to start working on their master thesis.
alexjungaalto/ResearchPublic
Recent papers and supplementary material
alexjungaalto/alexjungaalto.github.io
My github page
alexjungaalto/MLwithPython2019
student notebooks with coding assignments for “Machine Learning with Python” offered at Aalto University and FiTech
alexjungaalto/cs-c3240spring2022
alexjungaalto/nLassoExpFamPDSimulations
Source code for numerical experiments in "LEARNING NETWORKED EXPONENTIAL FAMILIES WITH NETWORK LASSO"
alexjungaalto/xsdenpublic
Public material for the Academy of Finland project X-SDEN
alexjungaalto/ActSocFin
alexjungaalto/FederatedLearningPandemics
alexjungaalto/MLBP2018
Python Notebooks and Supplement Files for the course CS-E3210 Machine Learning Basic Principles which has been taught at Aalto University in fall 2018.
alexjungaalto/PythonPlayground
Python playground for Turku ICT AI Bootcamp 2019
alexjungaalto/SaloMLandAI2018