Ioannis Tsamardinos

Full Professor, University of Crete

Joined

February 2017

Names

Ioannis Tsamardinos

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Full Professor

University of Crete (uoc.gr)

2016 – Present

Associate Professor

University of Crete (uoc.gr)

2013 – 2016

Advisors, Relations & Conflicts

No relations added

Expertise

causal discover

feature selection

bayesian networks

performance estimation

automating machine learning

bioinformatics

2001 – Present

Publications

Data Glitches Discovery using Influence-based Model Explanations
Nikolaos Myrtakis, Ioannis Tsamardinos, Vassilis Christophides
- Greeks in AI 2025 Oral
- Readers: Everyone
ChronoEpilogi: Scalable Time Series Selection with Multiple Solutions
Etienne Vareille, Michele Linardi, Ioannis Tsamardinos, Vassilis Christophides
- NeurIPS 2024 poster
- Readers: Everyone
Confidence Interval Estimation of Predictive Performance in the Context of AutoML
Konstantinos Paraschakis, Andrea Castellani, Giorgos Borboudakis, Ioannis Tsamardinos
- AutoML 2024
- Readers: Everyone
Towards Robust and Versatile Causal Discovery for Business Applications
Giorgos Borboudakis, Ioannis Tsamardinos
- 2016 (modified: 12 Nov 2022)
- KDD 2016
- Readers: Everyone
Discovering and Exploiting Deterministic Label Relationships in Multi-Label Learning
Christina Papagiannopoulou, Grigorios Tsoumakas, Ioannis Tsamardinos
- 2015 (modified: 12 Nov 2022)
- KDD 2015
- Readers: Everyone
Incorporating Causal Prior Knowledge as Path-Constraints in Bayesian Networks and Maximal Ancestral Graphs
Giorgos Borboudakis, Ioannis Tsamardinos
- 2012 (modified: 16 Jul 2019)
- ICML 2012
- Readers: Everyone
Bounding the False Discovery Rate in Local Bayesian Network Learning
Ioannis Tsamardinos, Laura E. Brown
- 2008 (modified: 16 Jul 2019)
- AAAI 2008
- Readers: Everyone
Using the GEMS System for Cancer Diagnosis and Biomarker Discovery from Microarray Gene Expression Data
Alexander R. Statnikov, Ioannis Tsamardinos, Constantin F. Aliferis
- 2005 (modified: 16 Jul 2019)
- AAAI 2005
- Readers: Everyone
A Comparison of Novel and State-of-the-Art Polynomial Bayesian Network Learning Algorithms
Laura E. Brown, Ioannis Tsamardinos, Constantin F. Aliferis
- 2005 (modified: 16 Jul 2019)
- AAAI 2005
- Readers: Everyone
A theoretical characterization of linear SVM-based feature selection
Douglas P. Hardin, Ioannis Tsamardinos, Constantin F. Aliferis
- 2004 (modified: 11 Nov 2022)
- ICML 2004
- Readers: Everyone

View all 12 publications

Ioannis Tsamardinos

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors