Konstantinos Georgatzis

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 8

Top Topics

Noise Cancellation

Structure Learning

Multi Party Non Repudiation

Efficient Optimization

Top Venues

Publications

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