Vadim Borisov

According to our database, Vadim Borisov authored at least 22 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Deep Neural Networks and Tabular Data: A Survey.

Vadim Borisov, Tobias Leemann, Kathrin Seßler, Johannes Haug, Martin Pawelczyk, Gjergji Kasneci

IEEE Trans. Neural Networks Learn. Syst., June, 2024

Open Artificial Knowledge.

Vadim Borisov, Richard H. Schreiber

CoRR, 2024

2023

DeepTLF: robust deep neural networks for heterogeneous tabular data.

Vadim Borisov, Klaus Broelemann, Enkelejda Kasneci, Gjergji Kasneci

Int. J. Data Sci. Anal., June, 2023

Deep Neural Networks and Tabular Data: Inference, Generation, and Explainability.

Vadim Borisov

PhD thesis, 2023

Language Models are Realistic Tabular Data Generators.

Vadim Borisov, Kathrin Seßler, Tobias Leemann, Martin Pawelczyk, Gjergji Kasneci

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Relational Local Explanations.

Vadim Borisov, Gjergji Kasneci

CoRR, 2022

Evaluating Feature Attribution: An Information-Theoretic Perspective.

Yao Rong, Tobias Leemann, Vadim Borisov, Gjergji Kasneci, Enkelejda Kasneci

CoRR, 2022

BoxShrink: From Bounding Boxes to Segmentation Masks.

Michael Gröger, Vadim Borisov, Gjergji Kasneci

Proceedings of the Medical Image Learning with Limited and Noisy Data, 2022

A Consistent and Efficient Evaluation Strategy for Attribution Methods.

Yao Rong, Tobias Leemann, Vadim Borisov, Gjergji Kasneci, Enkelejda Kasneci

Proceedings of the International Conference on Machine Learning, 2022

2021

A Robust Unsupervised Ensemble of Feature-Based Explanations using Restricted Boltzmann Machines.

Vadim Borisov, Johannes Meier, Johannes van den Heuvel, Hamed Jalali, Gjergji Kasneci

CoRR, 2021

2020

Neuro-Fuzzy Cognitive Temporal Models For Predicting Multidimensional Time Series With Fuzzy Trends.

Vadim Borisov, Victor Luferov

Computación y Sistemas, 2020

Lessons Learned from the 1st ARIEL Machine Learning Challenge: Correcting Transiting Exoplanet Light Curves for Stellar Spots.

Nikolaos Nikolaou, Ingo P. Waldmann, Angelos Tsiaras, Mario Morvan, Billy Edwards, Kai Hou Yip, Giovanna Tinetti, Subhajit Sarkar, James M. Dawson, Vadim Borisov, Gjergji Kasneci, Matej Petkovic, Tomaz Stepisnik, Tarek Al-Ubaidi, Rachel Louise Bailey, Michael Granitzer, Sahib Julka, Roman Kern, Patrick Ofner, Stefan Wagner, Lukas Heppe, Mirko Bunse, Katharina Morik

CoRR, 2020

Intelligent Information Search Method Based on a Compositional Ontological Approach.

Vadim Borisov, Dmitry Kotov, Alexander Molyavko

Proceedings of the Artificial Intelligence - 18th Russian Conference, 2020

2019

Compositional fuzzy modeling of energy- and resource saving in socio-technical systems.

A. V. Bobryakov, Vadim Borisov, A. I. Gavrilov, E. A. Tikhonova

EAI Endorsed Trans. Energy Web, 2019

CancelOut: A Layer for Feature Selection in Deep Neural Networks.

Vadim Borisov, Johannes Haug, Gjergji Kasneci

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

2018

Education Quality Evaluation of Electric Power Engineering specialties Students in Technical University of Russia with the Use of Internet Technologies.

A. V. Bobryakov, Vadim Borisov, Yaroslav Fedulov

EAI Endorsed Trans. Energy Web, 2018

Lithography Hotspots Detection Using Deep Learning.

Vadim Borisov, Jürgen Scheible

Proceedings of the 15th International Conference on Synthesis, 2018

2017

A novel approach for automatic common-centroid pattern generation.

Vadim Borisov, Kerstin Langner, Jürgen Scheible, Benjamin Prautsch

Proceedings of the 14th International Conference on Synthesis, 2017

"Compatible" Fuzzy Cognitive Maps for Direct and Inverse Inference.

Vadim Borisov, Alexander S. Fedulov, Yaroslav Fedulov

Proceedings of the 18th International Conference on Computer Systems and Technologies, 2017

2015

Linguistic Analysis Based on Fuzzy Similarity Models.

Sergey N. Andreev, Vadim Borisov

Proceedings of the Sequences in Language and Text, 2015

2013

Development of parameterized cell using Cadence Virtuoso.

Vadim Borisov

Proceedings of the East-West Design & Test Symposium, 2013

2004

Generalized Rule-Based Fuzzy Cognitive Maps: Structure and Dynamics Model.

Vadim Borisov, Alexander S. Fedulov

Proceedings of the Neural Information Processing, 11th International Conference, 2004