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Vadim Borisov
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Year
Deep neural networks and tabular data: A survey
V Borisov, T Leemann, K Seßler, J Haug, M Pawelczyk, G Kasneci
arXiv preprint arXiv:2110.01889, 2021
422021
CancelOut: A Layer for Feature Selection in Deep Neural Networks
V Borisov, J Haug, G Kasneci
International conference on artificial neural networks, 72-83, 2019
282019
Lithography hotspots detection using deep learning
V Borisov, J Scheible
2018 15th International Conference on Synthesis, Modeling, Analysis and …, 2018
132018
Development of parameterized cell using Cadence Virtuoso
V Borisov
East-West Design & Test Symposium (EWDTS 2013), 1-2, 2013
62013
Robust cognitive load detection from wrist-band sensors
V Borisov, E Kasneci, G Kasneci
Computers in Human Behavior Reports 4, 100116, 2021
52021
Research on data augmentation for lithography hotspot detection using deep learning
V Borisov, J Scheible
34th European Mask and Lithography Conference 10775, 204-209, 2018
52018
Lessons Learned from the 1st ARIEL Machine Learning Challenge: Correcting Transiting Exoplanet Light Curves for Stellar Spots
N Nikolaou, IP Waldmann, A Tsiaras, M Morvan, B Edwards, KH Yip, ...
arXiv preprint arXiv:2010.15996, 2020
22020
A novel approach for automatic common-centroid pattern generation
V Borisov, K Langner, J Scheible, B Prautsch
2017 14th International Conference on Synthesis, Modeling, Analysis and …, 2017
22017
Evaluating feature attribution: An information-theoretic perspective
Y Rong, T Leemann, V Borisov, G Kasneci, E Kasneci
arXiv preprint arXiv:2202.00449, 2022
12022
BoxShrink: From Bounding Boxes to Segmentation Masks
M Gröger, V Borisov, G Kasneci
arXiv preprint arXiv:2208.03142, 2022
2022
A Consistent and Efficient Evaluation Strategy for Attribution Methods
Y Rong, T Leemann, V Borisov, G Kasneci, E Kasneci
International Conference on Machine Learning, 18770-18795, 2022
2022
A Robust Unsupervised Ensemble of Feature-Based Explanations using Restricted Boltzmann Machines
V Borisov, J Meier, J Heuvel, H Jalali, G Kasneci
arXiv preprint arXiv:2111.07379, 2021
2021
Robust Deep Neural Networks for Heterogeneous Tabular Data
V Borisov, K Broelemann, E Kasneci, G Kasneci
2021
SMACD 2018, Prague, Czech Republic
M Abutaleb, E Afacan, N Ahmad, A Ahmadi, M Ahmadi, H Aidos, N Akkan, ...
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