Vadim Borisov

27 papers A* 2B 1Journal 15Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Do Chatbot LLMs Talk Too Much? The YapBench Benchmark.
CoRR
Vadim Borisov, Michael Gröger, Mina Mikhael, Richard H. Schreiber
2024 J jnl
Deep Neural Networks and Tabular Data: A Survey.
IEEE Trans. Neural Networks Learn. Syst.
Vadim Borisov, Tobias Leemann, Kathrin Seßler, Johannes Haug, Martin Pawelczyk, Gjergji Kasneci
2024 J jnl
Interpreting Microbiome Relative Abundance Data Using Symbolic Regression.
CoRR
Swagatam Haldar, Christoph Stein-Thoeringer, Vadim Borisov
2024 J jnl
Open Artificial Knowledge.
CoRR
Vadim Borisov, Richard H. Schreiber
2023 — —
Deep Neural Networks and Tabular Data: Inference, Generation, and Explainability.
Vadim Borisov
2023 J jnl
DeepTLF: robust deep neural networks for heterogeneous tabular data.
Int. J. Data Sci. Anal.
Vadim Borisov, Klaus Broelemann, Enkelejda Kasneci, Gjergji Kasneci
2023 A* conf
Language Models are Realistic Tabular Data Generators.
ICLR
Vadim Borisov, Kathrin Seßler, Tobias Leemann, Martin Pawelczyk, Gjergji Kasneci
2022 A* conf
A Consistent and Efficient Evaluation Strategy for Attribution Methods.
ICML
Yao Rong, Tobias Leemann, Vadim Borisov, Gjergji Kasneci, Enkelejda Kasneci
2022 — conf
BoxShrink: From Bounding Boxes to Segmentation Masks.
MILLanD@MICCAI
Michael Gröger, Vadim Borisov, Gjergji Kasneci
2022 J jnl
BoxShrink: From Bounding Boxes to Segmentation Masks.
CoRR
Michael Gröger, Vadim Borisov, Gjergji Kasneci
2022 J jnl
Evaluating Feature Attribution: An Information-Theoretic Perspective.
CoRR
Yao Rong, Tobias Leemann, Vadim Borisov, Gjergji Kasneci, Enkelejda Kasneci
2022 J jnl
Language Models are Realistic Tabular Data Generators.
CoRR
Vadim Borisov, Kathrin Seßler, Tobias Leemann, Martin Pawelczyk, Gjergji Kasneci
2022 J jnl
Relational Local Explanations.
CoRR
Vadim Borisov, Gjergji Kasneci
2021 J jnl
A Robust Unsupervised Ensemble of Feature-Based Explanations using Restricted Boltzmann Machines.
CoRR
Vadim Borisov, Johannes Meier, Johannes van den Heuvel, Hamed Jalali, Gjergji Kasneci
2021 J jnl
Deep Neural Networks and Tabular Data: A Survey.
CoRR
Vadim Borisov, Tobias Leemann, Kathrin Seßler, Johannes Haug, Martin Pawelczyk, Gjergji Kasneci
2020 — conf
Intelligent Information Search Method Based on a Compositional Ontological Approach.
RCAI
Vadim Borisov, Dmitry Kotov, Alexander Molyavko
2020 J jnl
Lessons Learned from the 1st ARIEL Machine Learning Challenge: Correcting Transiting Exoplanet Light Curves for Stellar Spots.
CoRR
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
2020 J jnl
Neuro-Fuzzy Cognitive Temporal Models For Predicting Multidimensional Time Series With Fuzzy Trends.
Computación y Sistemas
Vadim Borisov, Victor Luferov
2019 — conf
CancelOut: A Layer for Feature Selection in Deep Neural Networks.
ICANN (2)
Vadim Borisov, Johannes Haug, Gjergji Kasneci
2019 J jnl
Compositional fuzzy modeling of energy- and resource saving in socio-technical systems.
EAI Endorsed Trans. Energy Web
A. V. Bobryakov, Vadim Borisov, A. I. Gavrilov, E. A. Tikhonova
2018 J jnl
Education Quality Evaluation of Electric Power Engineering specialties Students in Technical University of Russia with the Use of Internet Technologies.
EAI Endorsed Trans. Energy Web
A. V. Bobryakov, Vadim Borisov, Yaroslav Fedulov
2018 — conf
Lithography Hotspots Detection Using Deep Learning.
SMACD
Vadim Borisov, Jürgen Scheible
2017 — conf
"Compatible" Fuzzy Cognitive Maps for Direct and Inverse Inference.
CompSysTech
Vadim Borisov, Alexander S. Fedulov, Yaroslav Fedulov
2017 — conf
A novel approach for automatic common-centroid pattern generation.
SMACD
Vadim Borisov, Kerstin Langner, Jürgen Scheible, Benjamin Prautsch
2015 — ch.
Linguistic Analysis Based on Fuzzy Similarity Models.
Sequences in Language and Text
Sergey N. Andreev, Vadim Borisov
2013 — conf
Development of parameterized cell using Cadence Virtuoso.
EWDTS
Vadim Borisov
2004 B conf
Generalized Rule-Based Fuzzy Cognitive Maps: Structure and Dynamics Model.
ICONIP
Vadim Borisov, Alexander S. Fedulov