Narsis A. Kiani
Orcid: 0000-0002-0949-046XAffiliations:
- Karolinska Institute, Stockholm, Sweden
According to our database1,
Narsis A. Kiani
authored at least 43 papers
between 2009 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on zbmath.org
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on orcid.org
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on d-nb.info
On csauthors.net:
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
LSD-induced increase of Ising temperature and algorithmic complexity of brain dynamics.
PLoS Comput. Biol., February, 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
On the Salient Limitations of the Methods of Assembly Theory and their Classification of Molecular Biosignatures.
CoRR, 2022
Model Discovery and Discrete Inverse Problems with Cellular Automata and Boolean Networks.
Proceedings of the Automata and Complexity, 2022
2020
Frontiers Artif. Intell., 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
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
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
2017
PLoS Comput. Biol., 2017
CoRR, 2017
Algorithmically probable mutations reproduce aspects of evolution such as convergence rate, genetic memory, modularity, diversity explosions, and mass extinction.
CoRR, 2017
HiDi: an efficient reverse engineering schema for large-scale dynamic regulatory network reconstruction using adaptive differentiation.
Bioinform., 2017
2016
A Decomposition Method for Global Evaluation of Shannon Entropy and Local Estimations of Algorithmic Complexity.
CoRR, 2016
Quantifying loss of information in network-based dimensionality reduction techniques.
J. Complex Networks, 2016
2015
Evaluating Network Inference Methods in Terms of Their Ability to Preserve the Topology and Complexity of Genetic Networks.
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
Laplace transform formula on fuzzy nth-order derivative and its application in fuzzy ordinary differential equations.
Soft Comput., 2014
Dynamic Probabilistic Threshold Networks to Infer Signaling Pathways from Time-Course Perturbation Data.
BMC Bioinform., 2014
2013
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
2012
2011
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2011
Normalizing for individual cell population context in the analysis of high-content cellular screens.
BMC Bioinform., 2011
2009
Inf. Sci., 2009
Toward the existence and uniqueness of solutions of second-order fuzzy differential equations.
Inf. Sci., 2009