Jesper Tegnér
Orcid: 0000-0002-9568-5588
According to our database1,
Jesper Tegnér
authored at least 82 papers
between 1998 and 2024.
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Bibliography
2024
Assembly Theory is an approximation to algorithmic complexity based on LZ compression that does not explain selection or evolution.
CoRR, 2024
2023
Reusability report: Learning the transcriptional grammar in single-cell RNA-sequencing data using transformers.
Nat. Mac. Intell., December, 2023
Quant. Biol., September, 2023
The Future of Fundamental Science Led by Generative Closed-Loop Artificial Intelligence.
CoRR, 2023
A Parameter-Efficient Learning Approach to Arabic Dialect Identification with Pre-Trained General-Purpose Speech Model.
CoRR, 2023
Whispering LLaMA: A Cross-Modal Generative Error Correction Framework for Speech Recognition.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
2022
Approximations of algorithmic and structural complexity validate cognitive-behavioral experimental results.
Frontiers Comput. Neurosci., 2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
2021
DeepViral: prediction of novel virus-host interactions from protein sequences and infectious disease phenotypes.
Bioinform., 2021
DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
2020
Frontiers Artif. Intell., 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
Building gene regulatory networks from scATAC-seq and scRNA-seq using Linked Self Organizing Maps.
PLoS Comput. Biol., 2019
The Thermodynamics of Network Coding, and an Algorithmic Refinement of the Principle of Maximum Entropy.
Entropy, 2019
Algorithmic Probability-guided Supervised Machine Learning on Non-differentiable Spaces.
CoRR, 2019
Algorithmic Information Dynamics of Emergent, Persistent, and Colliding Particles in the Game of Life.
Proceedings of the From Parallel to Emergent Computing, 1st Edition, 2019
2018
Parallel Process. Lett., 2018
A Review of Graph and Network Complexity from an Algorithmic Information Perspective.
Entropy, 2018
Symmetry and Correspondence of Algorithmic Complexity over Geometric, Spatial and Topological Representations.
Entropy, 2018
A Decomposition Method for Global Evaluation of Shannon Entropy and Local Estimations of Algorithmic Complexity.
Entropy, 2018
Controllability, Multiplexing, and Transfer Learning in Networks using Evolutionary Learning.
CoRR, 2018
Auto-Classification of Retinal Diseases in the Limit of Sparse Data Using a Two-Streams Machine Learning Model.
CoRR, 2018
Learning Functions in Large Networks requires Modularity and produces Multi-Agent Dynamics.
CoRR, 2018
CoRR, 2018
An Algorithmic Refinement of Maxent Induces a Thermodynamic-like Behaviour in the Reprogrammability of Generative Mechanisms.
CoRR, 2018
Ab initio Algorithmic Causal Deconvolution of Intertwined Programs and Networks by Generative Mechanism.
CoRR, 2018
Algorithmic Information Dynamics of Persistent Patterns and Colliding Particles in the Game of Life.
CoRR, 2018
Parameter-free Network Sparsification and Data Reduction by Minimal Algorithmic Information Loss.
CoRR, 2018
Auto-classification of Retinal Diseases in the Limit of Sparse Data Using a Two-Streams Machine Learning Model.
Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018
Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018
2017
PLoS Comput. Biol., 2017
Nucleic Acids Res., 2017
CoRR, 2017
HiDi: an efficient reverse engineering schema for large-scale dynamic regulatory network reconstruction using adaptive differentiation.
Bioinform., 2017
2016
Quantifying loss of information in network-based dimensionality reduction techniques.
J. Complex Networks, 2016
From comorbidities of chronic obstructive pulmonary disease to identification of shared molecular mechanisms by data integration.
BMC Bioinform., 2016
Normalization of circulating microRNA expression data obtained by quantitative real-time RT-PCR.
Briefings Bioinform., 2016
2015
Approximations of Algorithmic and Structural Complexity Validate Cognitive-behavioural Experimental Results.
CoRR, 2015
Evaluating Network Inference Methods in Terms of Their Ability to Preserve the Topology and Complexity of Genetic Networks.
CoRR, 2015
The Information-theoretic and Algorithmic Approach to Human, Animal and Artificial Cognition.
CoRR, 2015
Proceedings of the 11th International Conference on Signal-Image Technology & Internet-Based Systems, 2015
Numerical Investigation of Graph Spectra and Information Interpretability of Eigenvalues.
Proceedings of the Bioinformatics and Biomedical Engineering, 2015
2014
STATegra EMS: an Experiment Management System for complex next-generation omics experiments.
BMC Syst. Biol., 2014
BMC Syst. Biol., 2014
2013
A beta-mixture quantile normalization method for correcting probe design bias in Illumina Infinium 450 k DNA methylation data.
Bioinform., 2013
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
2011
Decoding complex biological networks - tracing essential and modulatory parameters in complex and simplified models of the cell cycle.
BMC Syst. Biol., 2011
Database J. Biol. Databases Curation, 2011
2009
An Algorithm for Reading Dependencies from the Minimal Undirected Independence Map of a Graphoid that Satisfies Weak Transitivity.
J. Mach. Learn. Res., 2009
2008
Electrotonic Signals along Intracellular Membranes May Interconnect Dendritic Spines and Nucleus.
PLoS Comput. Biol., 2008
Proceedings of the Graph Drawing, 16th International Symposium, 2008
2007
Stronger Synaptic Connectivity as a Mechanism behind Development of Working Memory-related Brain Activity during Childhood.
J. Cogn. Neurosci., 2007
J. Mach. Learn. Res., 2007
Int. J. Approx. Reason., 2007
Neuronal firing rates account for distractor effects on mnemonic accuracy in a visuo-spatial working memory task.
Biol. Cybern., 2007
2006
Detection of compound mode of action by computational integration of whole-genome measurements and genetic perturbations.
BMC Bioinform., 2006
Proceedings of the UAI '06, 2006
Reading Dependencies from the Minimal Undirected Independence Map of a Graphoid that Satisfies Weak Transitivity.
Proceedings of the Third European Workshop on Probabilistic Graphical Models, 2006
Proceedings of the Machine Learning: ECML 2006, 2006
2005
Pattern Recognit. Lett., 2005
Scalable, Efficient and Correct Learning of Markov Boundaries Under the Faithfulness Assumption.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005
Proceedings of the ECCB/JBI'05 Proceedings, Fourth European Conference on Computational Biology/Sixth Meeting of the Spanish Bioinformatics Network (Jornadas de BioInformática), Palacio de Congresos, Madrid, Spain, September 28, 2005
2004
Modeling complex cellular networks - robust switching in the cell cycle ensures a piecewise linear reduction of the regulatory network.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
2002
Biol. Cybern., 2002
2001
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
1999
Control of burst proportion and frequency range by drive-dependent modulation of adaptation.
Neurocomputing, 1999
1998
Modulation of Burst Frequency by Calcium-Dependent Potassium Channels in the Lamprey Locomotor System: Dependence of the Activity Level.
J. Comput. Neurosci., 1998
Activity-dependent modulation of adaptation produces a constant burst proportion in a model of the lamprey spinal locomotor generator.
Biol. Cybern., 1998