Prof. Tsamardinos’s invited talk at the 2nd international congress “Evolution and Cancer”

Presenters: Ioannis Tsamardinos

Prof. Tsamardinos gave an invited talk at the 2nd international congress “ Evolution and Cancer” in Thessaloniki on the June 30th 2017.

VIDEO: here

Logic-Based Integrative Causal Discovery

Presenters: Ioannis Tsamardinos

On the 26th of August 2016 Prof. Ioannis Tsamardinos introduces the novel field of Logic-based Integrative Causal Discovery in an invited lecture at the North Carolina State University, host Prof. Yannis Viniotis

VIDEO: here

Score based vs constraint based causal learning in the presence of confounders

Presenters: Sofia Triantafillou

Tutorial given by Sofia Triantafillou Conference on Uncertainty in Artificial Intelligence (UAI) New York City area, June 25-29, 2016

VIDEO: here

Logic-Based Integrative Causal Discovery with Business Applications

Presenters: Ioannis Tsamardinos

Invited talk at Laboratory of Information, Networking and Communication Sciences (LINCS), February 24, 2016


Discovering and Exploiting Entailment Relationships in Multi-Label Learning
Conference on Knowledge Discovery and Data Mining 2015 (KDD)

Presenters: Grigorios Tsoumakas

KDD 2015, 10-13 August 2015, Sydney

VIDEO: here

Open BioMedical Data for Integrative Analysis #RECODEconf2015

Presenters: Ioannis Tsamardinos

Conference: Recode Conference / Open Access @ EKT, January 15-16, 2015, National Hellenic Research Foundation, Athens



Discovering molecular signatures and causal models from biological data

Presenters: Ioannis Tsamardinos

IMBB Seminar, February 7, 2014

VIDEO: here

Causal Discovery from Mass Cytometry Data

Presenters: Ioannis Tsamardinos and Sofia Triantafillou

Workshop: “Case Studies of Causal Discovery with Model Search”, October 25-27, 2013, Carnegie Mellon University, Pittsburgh, PA

Slides pdf: pdf_icon cmu_tsamardinos.pdf
Slides ppt: ppt-imag cmu_tsamardinos.ppt

Download only if you have permission to this material


Introduction to causal discovery: A Bayesian Networks approach

Presenter: Ioannis Tsamardinos

Conference: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Athens 2011