Search Results for author: Aleksanteri Sladek

Found 3 papers, 0 papers with code

Identifying On-road Scenarios Predictive of ADHD usingDriving Simulator Time Series Data

no code implementations12 Nov 2021 David Grethlein, Aleksanteri Sladek, Santiago Ontañón

In this paper we introduce a novel algorithm called Iterative Section Reduction (ISR) to automatically identify sub-intervals of spatiotemporal time series that are predictive of a target classification task.

Time Series

Dealing with Adversarial Player Strategies in the Neural Network Game iNNk through Ensemble Learning

no code implementations5 Jul 2021 Mathias Löwe, Jennifer Villareale, Evan Freed, Aleksanteri Sladek, Jichen Zhu, Sebastian Risi

In this paper, we focus on the adversarial player strategy aspect in the game iNNk, in which players try to communicate secret code words through drawings with the goal of not being deciphered by a NN.

Ensemble Learning Transfer Learning

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