Vadim Borisov

Deep Neural Networks and Tabular Data: A Survey

Vadim Borisov, Tobias Leemann, Kathrin Seßler et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 742 citations · Full text

Apoptosis-mediated endothelial toxicity but not direct calcification or functional changes in anti-calcification proteins defines pathogenic effects of calcium phosphate bions

Anton G. Kutikhin, R. А. Mukhamadiyarov, Vadim Borisov et al. · Scientific Reports · 2016 · 50 citations · Full text

Language Models are Realistic Tabular Data Generators

Vadim Borisov, Kathrin Seßler, Tobias Leemann et al. · arXiv (Cornell University) · 2022 · 44 citations · Full text

Engineering, Machine Learning, Large Language Model +22

A Consistent and Efficient Evaluation Strategy for Attribution Methods

Yao Rong, Tobias Leemann, Vadim Borisov et al. · arXiv (Cornell University) · 2022 · 31 citations · Full text

Engineering, Machine Learning, Information Leakage +24

DeepTLF: robust deep neural networks for heterogeneous tabular data

Vadim Borisov, Klaus Broelemann, Enkelejda Kasneci et al. · International Journal of Data Science and Analytics · 2022 · 31 citations · Full text

Convolutional Neural Network, Deep Neural Networks, Engineering +14