Alex Jung
Associate Professor
Associate Professor
T313 Dept. Computer Science
I'm interested in the questions of when and how machine learning is possible for a given application.
Full researcher profile
https://research.aalto.fi/...
Email
alex.jung@aalto.fi
Postal address
Konemiehentie 2
02150 Espoo
Finland
Phone number
+358504657070
Areas of expertise
, 213 Sähkö-, automaatio- ja tietoliikennetekniikka, elektroniikka, 112 Tilastotiede, 1 Luonnontieteet, 111 Matematiikka, Signaalinkäsittely, Tilastotiede, Sovellettu matematiikka, Laskennallinen data-analyysi, Teoreettinen tietojenkäsittelytiede
Honors and awards
Amazon Machine Learning Research Award
Palkinto tai huomionosoitus tuotoksesta
Professorship Jung Alexander
Jan 2018
Promotio Sub Auspiciis Res Publicae
highest academic distinction in Austria
Palkinto tai huomionosoitus urasta
Professorship Jung Alexander
Jun 2012
Best Student Paper Award
Palkinto tai huomionosoitus tuotoksesta
Professorship Jung Alexander
May 2011
Research groups
- Computer Science Professors, Professori (Associate Professor)
- Computer Science RA - Machine learning, Data science and AI, Professori (Associate Professor)
- Professorship Jung Alexander, Professori (Associate Professor)
Publications
Engineering Trustworthy AI : A Developer Guide for Empirical Risk Minimization
Diana Pfau, Alex Jung
2024
Explainable empirical risk minimization
Linli Zhang, Georgios Karakasidis, Arina Odnoblyudova, Leyla Dogruel, Yu Tian, Alex Jung
2024
Neural Computing and Applications
Clustered Federated Learning via Generalized Total Variation Minimization
Yasmin SarcheshmehPour, Yu Tian, Linli Zhang, Alexander Jung
2023
IEEE Transactions on Signal Processing
Machine Learning
Alex Jung
2022
