Efficient optimization for data visualization as an information retrieval task. - Jaakko Peltonen; Konstantinos Georgatzis (MLSP, 2012)

Benchmarking link analysis ranking methods in assistive environments. - Konstantinos Georgatzis; Panagiotis Papapetrou (PETRA, 2012)

Discriminative Switching Linear Dynamical Systems applied to Physiological Condition Monitoring. - Konstantinos Georgatzis; Christopher K. I. Williams (UAI, 2015)

Input-Output Non-Linear Dynamical Systems applied to Physiological Condition Monitoring. - Konstantinos Georgatzis; Christopher K. I. Williams; Christopher Hawthorne (MLHC, 2016)

Auditing and Achieving Intersectional Fairness in Classification Problems. - Giulio Morina; Viktoriia Oliinyk; Julian Waton; Ines Marusic; Konstantinos Georgatzis (CoRR, 2019)

EMAP: Explanation by Minimal Adversarial Perturbation. - Matt Chapman-Rounds; Marc-Andre Schulz; Erik Pazos; Konstantinos Georgatzis (CoRR, 2019)

Clusters in Explanation Space: Inferring disease subtypes from model explanations. - Marc-Andre Schulz; Matt Chapman-Rounds; Manisha Verma; Danilo Bzdok; Konstantinos Georgatzis (CoRR, 2019)

DYNOTEARS: Structure Learning from Time-Series Data. - Roxana Pamfil; Nisara Sriwattanaworachai; Shaan Desai; Philip Pilgerstorfer; Konstantinos Georgatzis; Paul Beaumont; Bryon Aragam (AISTATS, 2020)

FIMAP: Feature Importance by Minimal Adversarial Perturbation. - Matt Chapman-Rounds; Umang Bhatt; Erik Pazos; Marc-Andre Schulz; Konstantinos Georgatzis (AAAI, 2021)