Folgen
Vadim Borisov
Vadim Borisov
Bestätigte E-Mail-Adresse bei uni-tuebingen.de - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Deep neural networks and tabular data: A survey
V Borisov, T Leemann, K Seßler, J Haug, M Pawelczyk, G Kasneci
IEEE Transactions on Neural Networks and Learning Systems, 2022
1452022
CancelOut: A Layer for Feature Selection in Deep Neural Networks
V Borisov, J Haug, G Kasneci
Artificial Neural Networks and Machine Learning–ICANN 2019: Deep Learning …, 2019
352019
Lithography hotspots detection using deep learning
V Borisov, J Scheible
2018 15th International Conference on Synthesis, Modeling, Analysis and …, 2018
192018
A consistent and efficient evaluation strategy for attribution methods
Y Rong, T Leemann, V Borisov, G Kasneci, E Kasneci
arXiv preprint arXiv:2202.00449, 2022
142022
Robust cognitive load detection from wrist-band sensors
V Borisov, E Kasneci, G Kasneci
Computers in Human Behavior Reports 4, 100116, 2021
72021
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
72018
Development of parameterized cell using Cadence Virtuoso
V Borisov
East-West Design & Test Symposium (EWDTS 2013), 1-2, 2013
62013
Language models are realistic tabular data generators
V Borisov, K Seßler, T Leemann, M Pawelczyk, G Kasneci
arXiv preprint arXiv:2210.06280, 2022
52022
Evaluating feature attribution: An information-theoretic perspective
Y Rong, T Leemann, V Borisov, G Kasneci, E Kasneci
arXiv preprint arXiv:2202.00449, 2022
52022
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
42020
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
32017
DeepTLF: Robust Deep Neural Networks for Heterogeneous Tabular Data
V Borisov, K Broelemann, E Kasneci, G Kasneci
International Journal of Data Science and Analytics, 2022
22022
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
12021
Relational Local Explanations
V Borisov, G Kasneci
arXiv preprint arXiv:2212.12374, 2022
2022
BoxShrink: From Bounding Boxes to Segmentation Masks
M Gröger, V Borisov, G Kasneci
Medical Image Learning with Limited and Noisy Data: First International …, 2022
2022
Das System kann den Vorgang jetzt nicht ausführen. Versuchen Sie es später erneut.
Artikel 1–15