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Konstantinos Georgatzis
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2020 – today
- 2021
- [c6]Matt Chapman-Rounds, Umang Bhatt, Erik Pazos, Marc-Andre Schulz, Konstantinos Georgatzis:
FIMAP: Feature Importance by Minimal Adversarial Perturbation. AAAI 2021: 11433-11441 - 2020
- [c5]Roxana Pamfil, Nisara Sriwattanaworachai, Shaan Desai, Philip Pilgerstorfer, Konstantinos Georgatzis, Paul Beaumont, Bryon Aragam:
DYNOTEARS: Structure Learning from Time-Series Data. AISTATS 2020: 1595-1605 - [i6]Roxana Pamfil, Nisara Sriwattanaworachai, Shaan Desai, Philip Pilgerstorfer, Paul Beaumont, Konstantinos Georgatzis, Bryon Aragam:
DYNOTEARS: Structure Learning from Time-Series Data. CoRR abs/2002.00498 (2020)
2010 – 2019
- 2019
- [i5]Giulio Morina, Viktoriia Oliinyk, Julian Waton, Ines Marusic, Konstantinos Georgatzis:
Auditing and Achieving Intersectional Fairness in Classification Problems. CoRR abs/1911.01468 (2019) - [i4]Matt Chapman-Rounds, Marc-Andre Schulz, Erik Pazos, Konstantinos Georgatzis:
EMAP: Explanation by Minimal Adversarial Perturbation. CoRR abs/1912.00872 (2019) - [i3]Marc-Andre Schulz, Matt Chapman-Rounds, Manisha Verma, Danilo Bzdok, Konstantinos Georgatzis:
Clusters in Explanation Space: Inferring disease subtypes from model explanations. CoRR abs/1912.08755 (2019) - 2016
- [c4]Konstantinos Georgatzis, Christopher K. I. Williams, Christopher Hawthorne:
Input-Output Non-Linear Dynamical Systems applied to Physiological Condition Monitoring. MLHC 2016: 1-16 - [i2]Konstantinos Georgatzis, Christopher K. I. Williams, Christopher Hawthorne:
Input-Output Non-Linear Dynamical Systems applied to Physiological Condition Monitoring. CoRR abs/1608.00242 (2016) - 2015
- [c3]Konstantinos Georgatzis, Christopher K. I. Williams:
Discriminative Switching Linear Dynamical Systems applied to Physiological Condition Monitoring. UAI 2015: 306-315 - [i1]Konstantinos Georgatzis, Christopher K. I. Williams:
Discriminative Switching Linear Dynamical Systems applied to Physiological Condition Monitoring. CoRR abs/1504.06494 (2015) - 2012
- [c2]Jaakko Peltonen, Konstantinos Georgatzis:
Efficient optimization for data visualization as an information retrieval task. MLSP 2012: 1-6 - [c1]Konstantinos Georgatzis, Panagiotis Papapetrou:
Benchmarking link analysis ranking methods in assistive environments. PETRA 2012: 45
Coauthor Index
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