Konstantinos Georgatzis

12 papers A* 1A 2Journal 6Unranked 3

Year	Rank	Type	Title / Venue / Authors
2021	A*	`conf`	FIMAP: Feature Importance by Minimal Adversarial Perturbation. AAAI Matt Chapman-Rounds, Umang Bhatt, Erik Pazos, Marc-Andre Schulz, Konstantinos Georgatzis
2020	A	`conf`	DYNOTEARS: Structure Learning from Time-Series Data. AISTATS Roxana Pamfil, Nisara Sriwattanaworachai, Shaan Desai, Philip Pilgerstorfer, Konstantinos Georgatzis, Paul Beaumont, Bryon Aragam
2020	J	`jnl`	DYNOTEARS: Structure Learning from Time-Series Data. CoRR Roxana Pamfil, Nisara Sriwattanaworachai, Shaan Desai, Philip Pilgerstorfer, Paul Beaumont, Konstantinos Georgatzis, Bryon Aragam
2019	J	`jnl`	Auditing and Achieving Intersectional Fairness in Classification Problems. CoRR Giulio Morina, Viktoriia Oliinyk, Julian Waton, Ines Marusic, Konstantinos Georgatzis
2019	J	`jnl`	Clusters in Explanation Space: Inferring disease subtypes from model explanations. CoRR Marc-Andre Schulz, Matt Chapman-Rounds, Manisha Verma, Danilo Bzdok, Konstantinos Georgatzis
2019	J	`jnl`	EMAP: Explanation by Minimal Adversarial Perturbation. CoRR Matt Chapman-Rounds, Marc-Andre Schulz, Erik Pazos, Konstantinos Georgatzis
2016	—	`conf`	Input-Output Non-Linear Dynamical Systems applied to Physiological Condition Monitoring. MLHC Konstantinos Georgatzis, Christopher K. I. Williams, Christopher Hawthorne
2016	J	`jnl`	Input-Output Non-Linear Dynamical Systems applied to Physiological Condition Monitoring. CoRR Konstantinos Georgatzis, Christopher K. I. Williams, Christopher Hawthorne
2015	A	`conf`	Discriminative Switching Linear Dynamical Systems applied to Physiological Condition Monitoring. UAI Konstantinos Georgatzis, Christopher K. I. Williams
2015	J	`jnl`	Discriminative Switching Linear Dynamical Systems applied to Physiological Condition Monitoring. CoRR Konstantinos Georgatzis, Christopher K. I. Williams
2012	—	`conf`	Benchmarking link analysis ranking methods in assistive environments. PETRA Konstantinos Georgatzis, Panagiotis Papapetrou
2012	—	`conf`	Efficient optimization for data visualization as an information retrieval task. MLSP Jaakko Peltonen, Konstantinos Georgatzis