Jakub M. Tomczak
Orcid: 0000-0001-8634-694X
According to our database1,
Jakub M. Tomczak
authored at least 89 papers
between 2010 and 2023.
Collaborative distances:
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Bibliography
2023
CoRR, 2023
CoRR, 2023
A Comparison of Controller Architectures and Learning Mechanisms for Arbitrary Robot Morphologies.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Modelling Long Range Dependencies in $N$D: From Task-Specific to a General Purpose CNN.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Geometric Science of Information - 6th International Conference, 2023
2022
Swarm Evol. Comput., 2022
Frontiers Robotics AI, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
On Analyzing Generative and Denoising Capabilities of Diffusion-based Deep Generative Models.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
2021
Training Deep Spiking Auto-encoders without Bursting or Dying Neurons through Regularization.
CoRR, 2021
CoRR, 2021
M2R: a Python add-on to cobrapy for modifying human genome-scale metabolic reconstruction using the gut microbiota models.
Bioinform., 2021
Appl. Soft Comput., 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
2020
Population-based Optimization for Kinetic Parameter Identification in Glycolytic Pathway in Saccharomyces cerevisiae.
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Machine Learning, Optimization, and Data Science, 2020
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Evolutionary Algorithm with Non-parametric Surrogate Model for Tensor Program optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
Neural Process. Lett., 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Deep Generative Models for Highly Structured Data, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
2018
Comput. Biol. Medicine, 2018
Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018
Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
2017
Neural Process. Lett., 2017
Deep Learning with Permutation-invariant Operator for Multi-instance Histopathology Classification.
CoRR, 2017
2016
Neural Process. Lett., 2016
Mach. Vis. Appl., 2016
Ensemble boosted trees with synthetic features generation in application to bankruptcy prediction.
Expert Syst. Appl., 2016
Learning Deep Architectures for Interaction Prediction in Structure-based Virtual Screening.
CoRR, 2016
Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016
2015
Probabilistic combination of classification rules and its application to medical diagnosis.
Mach. Learn., 2015
Expert Syst. Appl., 2015
Improving neural networks with bunches of neurons modeled by Kumaraswamy units: Preliminary study.
CoRR, 2015
RBM-SMOTE: Restricted Boltzmann Machines for Synthetic Minority Oversampling Technique.
Proceedings of the Intelligent Information and Database Systems - 7th Asian Conference, 2015
2014
Boosted SVM for extracting rules from imbalanced data in application to prediction of the post-operative life expectancy in the lung cancer patients.
Appl. Soft Comput., 2014
Proceedings of the Progress in Systems Engineering, 2014
Proceedings of the Progress in Systems Engineering, 2014
Proceedings of the Progress in Systems Engineering, 2014
2013
Decision rules extraction from data stream in the presence of changing context for diabetes treatment.
Knowl. Inf. Syst., 2013
Prediction of breast cancer recurrence using Classification Restricted Boltzmann Machine with Dropping.
CoRR, 2013
Proceedings of the 2013 international workshop on Hot topics in cloud services, 2013
Proceedings of the Advances in Systems Science, 2013
Proceedings of the Advances in Systems Science, 2013
2012
Gaussian process regression as a predictive model for Quality-of-Service in Web service systems
CoRR, 2012
Proceedings of the Technological Innovation for Value Creation, 2012
Proceedings of the Computer Networks - 19th International Conference, 2012
A Probabilistic Approach to Structural Change Prediction in Evolving Social Networks.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012
2011
Proceedings of the Knowlege-Based and Intelligent Information and Engineering Systems, 2011
Personalisation in Service-Oriented Systems Using Markov Chain Model and Bayesian Inference.
Proceedings of the Technological Innovation for Sustainability, 2011
2010
Proceedings of the Advances in Multimedia and Network Information System Technologies, 2010
Proceedings of the Intelligent Information and Database Systems, 2010