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ORCIDNarsis A. Kiani
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- affiliation: Karolinska Institute, Stockholm, Sweden
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Journal Articles
- 2023
[j21]Sumeer Ahmad Khan, Alberto Maillo, Vincenzo Lagani
, Robert Lehmann, Narsis A. Kiani, David Gomez-Cabrero, Jesper Tegnér:
Reusability report: Learning the transcriptional grammar in single-cell RNA-sequencing data using transformers. Nat. Mac. Intell. 5(12): 1437-1446 (2023)- [j20]Giulio Ruffini, Giada Damiani, Diego Lozano-Soldevilla, Nikolas Deco, Fernando E. Rosas, Narsis A. Kiani, Adrián Ponce-Alvarez, Morten L. Kringelbach, Robin L. Carhart-Harris, Gustavo Deco:
LSD-induced increase of Ising temperature and algorithmic complexity of brain dynamics. PLoS Comput. Biol. 19(2) (2023) - [j19]Xabier Martinez-de-morentin, Sumeer Ahmad Khan, Robert Lehmann, Sally Sisi Qu, Alberto Maillo, Narsis A. Kiani, Felipe Prósper, Jesper Tegnér, David Gomez-Cabrero:
LIBRA: an adaptative integrative tool for paired single-cell multi-omics data. Quant. Biol. 11(3): 246-259 (2023) - 2020
- [j18]Santiago Hernández-Orozco, Hector Zenil, Jürgen Riedel, Adam Uccello, Narsis Aftab Kiani, Jesper Tegnér:
Algorithmic Probability-Guided Machine Learning on Non-Differentiable Spaces. Frontiers Artif. Intell. 3: 567356 (2020) - [j17]Hector Zenil, Narsis Aftab Kiani, Felipe S. Abrahão, Jesper Tegnér:
Algorithmic Information Dynamics. Scholarpedia 15(7): 53143 (2020) - 2019
- [j16]Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér:
The Thermodynamics of Network Coding, and an Algorithmic Refinement of the Principle of Maximum Entropy. Entropy 21(6): 560 (2019) - [j15]Hector Zenil, Narsis Aftab Kiani, Allan A. Zea, Jesper Tegnér:
Causal deconvolution by algorithmic generative models. Nat. Mach. Intell. 1(1): 58-66 (2019) - 2018
- [j14]Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér:
Symmetry and Correspondence of Algorithmic Complexity over Geometric, Spatial and Topological Representations. Entropy 20(7): 534 (2018) - [j13]Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér:
A Review of Graph and Network Complexity from an Algorithmic Information Perspective. Entropy 20(8): 551 (2018) - [j12]Hector Zenil, Santiago Hernández-Orozco, Narsis Aftab Kiani, Fernando Soler-Toscano, Antonio Rueda-Toicen, Jesper Tegnér:
A Decomposition Method for Global Evaluation of Shannon Entropy and Local Estimations of Algorithmic Complexity. Entropy 20(8): 605 (2018) - [j11]Hector Zenil, Narsis Aftab Kiani, Ming-Mei Shang, Jesper Tegnér:
Algorithmic Complexity and Reprogrammability of Chemical Structure Networks. Parallel Process. Lett. 28(1): 1850005:1-1850005:18 (2018) - 2017
- [j10]Yue Deng, Hector Zenil, Jesper Tegnér, Narsis Aftab Kiani:
HiDi: an efficient reverse engineering schema for large-scale dynamic regulatory network reconstruction using adaptive differentiation. Bioinform. 33(24): 3964-3972 (2017) - [j9]Ekaterina Kotelnikova, Narsis Aftab Kiani, Elena Abad, Elena H. Martinez-Lapiscina, Magí Andorrà, Irati Zubizarreta, Irene Pulido-Valdeolivas, Inna Pertsovskaya, Leonidas G. Alexopoulos, Tomas Olsson, Roland Martin, Friedemann Paul, Jesper Tegnér, Jordi García-Ojalvo, Pablo Villoslada:
Dynamics and heterogeneity of brain damage in multiple sclerosis. PLoS Comput. Biol. 13(10) (2017) - 2016
- [j8]Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér:
Quantifying loss of information in network-based dimensionality reduction techniques. J. Complex Networks 4(3): 342-362 (2016) - 2014
- [j7]Narsis Aftab Kiani, Lars Kaderali:
Dynamic Probabilistic Threshold Networks to Infer Signaling Pathways from Time-Course Perturbation Data. BMC Bioinform. 15: 250 (2014) - [j6]M. Barkhordari Ahmadi, Narsis Aftab Kiani, Nasser Mikaeilvand:
Laplace transform formula on fuzzy nth-order derivative and its application in fuzzy ordinary differential equations. Soft Comput. 18(12): 2461-2469 (2014) - 2012
- [j5]Nasim Nasrabadi, Akram Dehnokhalaji, Narsis Aftab Kiani, Pekka J. Korhonen, Jyrki Wallenius:
Resource allocation for performance improvement. Ann. Oper. Res. 196(1): 459-468 (2012) - 2011
- [j4]Bettina Knapp, Ilka Rebhan, Anil Kumar, Petr Matula, Narsis Aftab Kiani, Marco Binder, Holger Erfle, Karl Rohr, Roland Eils, Ralf Bartenschlager, Lars Kaderali:
Normalizing for individual cell population context in the analysis of high-content cellular screens. BMC Bioinform. 12: 485 (2011) - [j3]Leila Alizadeh Sigarpich, Tofigh Allahviranloo, Farhad Hosseinzadeh Lotfi, Narsis Aftab Kiani:
Degeneracy in Fuzzy Linear Programming and its Application. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 19(6): 999-1012 (2011) - 2009
- [j2]Tofigh Allahviranloo, Narsis Aftab Kiani, N. Motamedi:
Solving fuzzy differential equations by differential transformation method. Inf. Sci. 179(7): 956-966 (2009) - [j1]Tofigh Allahviranloo, Narsis Aftab Kiani, M. Barkhordari Ahmadi:
Toward the existence and uniqueness of solutions of second-order fuzzy differential equations. Inf. Sci. 179(8): 1207-1215 (2009)
Conference and Workshop Papers
- 2023
- [c7]Srijith Radhakrishnan, Chao-Han Huck Yang, Sumeer Ahmad Khan, Rohit Kumar, Narsis A. Kiani, David Gomez-Cabrero, Jesper Tegnér:
Whispering LLaMA: A Cross-Modal Generative Error Correction Framework for Speech Recognition. EMNLP 2023: 10007-10016 - [c6]Srijith Radhakrishnan, Chao-Han Huck Yang, Sumeer Ahmad Khan, Narsis A. Kiani, David Gomez-Cabrero, Jesper N. Tegnér:
A Parameter-Efficient Learning Approach to Arabic Dialect Identification with Pre-Trained General-Purpose Speech Model. INTERSPEECH 2023: 1958-1962 - 2022
- [c5]Hector Zenil, Yanbo Zhang, Narsis Aftab Kiani:
Model Discovery and Discrete Inverse Problems with Cellular Automata and Boolean Networks. Automata and Complexity 2022: 433-453 - 2020
- [c4]Haoling Zhang, Chao-Han Huck Yang, Hector Zenil, Narsis Aftab Kiani, Yue Shen, Jesper N. Tegnér:
Evolving Neural Networks through a Reverse Encoding Tree. CEC 2020: 1-10 - 2015
- [c3]Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér:
Numerical Investigation of Graph Spectra and Information Interpretability of Eigenvalues. IWBBIO (2) 2015: 395-405 - [c2]Jakub Olczak, Narsis Aftab Kiani, Hector Zenil, Jesper Tegnér:
Topological Evaluation of Methods for Reconstruction of Genetic Regulatory Networks. SITIS 2015: 468-473 - 2013
- [c1]Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér:
Algorithmic complexity of motifs clusters superfamilies of networks. BIBM 2013: 74-76
Parts in Books or Collections
- 2019
- [p1]Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér:
Algorithmic Information Dynamics of Emergent, Persistent, and Colliding Particles in the Game of Life. From Parallel to Emergent Computing 2019: 367-384
Informal and Other Publications
- 2024
- [i22]Felipe S. Abrahão, Santiago Hernández-Orozco, Narsis A. Kiani, Jesper Tegnér, Hector Zenil:
Assembly Theory is an approximation to algorithmic complexity based on LZ compression that does not explain selection or evolution. CoRR abs/2403.06629 (2024) - [i21]Abdulrahman Ibraheem, Narsis A. Kiani, Jesper Tegnér:
T- Hop: A framework for studying the importance path information in molecular graphs for chemical property prediction. CoRR abs/2407.14270 (2024) - [i20]Luan Ozelim, Abicumaran Uthamacumaran, Felipe S. Abrahão, Santiago Hernández-Orozco, Narsis A. Kiani, Jesper Tegnér, Hector Zenil:
Assembly Theory Reduced to Shannon Entropy and Rendered Redundant by Naive Statistical Algorithms. CoRR abs/2408.15108 (2024) - 2023
- [i19]Srijith Radhakrishnan, Chao-Han Huck Yang, Sumeer Ahmad Khan, Narsis Aftab Kiani, David Gomez-Cabrero, Jesper N. Tegnér:
A Parameter-Efficient Learning Approach to Arabic Dialect Identification with Pre-Trained General-Purpose Speech Model. CoRR abs/2305.11244 (2023) - [i18]Srijith Radhakrishnan, Chao-Han Huck Yang, Sumeer Ahmad Khan, Rohit Kumar, Narsis A. Kiani, David Gomez-Cabrero, Jesper N. Tegnér:
Whispering LLaMA: A Cross-Modal Generative Error Correction Framework for Speech Recognition. CoRR abs/2310.06434 (2023) - 2022
- [i17]Abicumaran Uthamacumaran, Felipe S. Abrhão, Narsis Aftab Kiani, Hector Zenil:
On the Salient Limitations of the Methods of Assembly Theory and their Classification of Molecular Biosignatures. CoRR abs/2210.00901 (2022) - 2020
- [i16]Haoling Zhang, Chao-Han Huck Yang, Hector Zenil, Narsis Aftab Kiani, Yue Shen, Jesper N. Tegnér:
Evolving Neural Networks through a Reverse Encoding Tree. CoRR abs/2002.00539 (2020) - 2019
- [i15]Santiago Hernández-Orozco, Hector Zenil, Jürgen Riedel, Adam Uccello, Narsis Aftab Kiani, Jesper Tegnér:
Algorithmic Probability-guided Supervised Machine Learning on Non-differentiable Spaces. CoRR abs/1910.02758 (2019) - 2018
- [i14]Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér:
Parameter-free Network Sparsification and Data Reduction by Minimal Algorithmic Information Loss. CoRR abs/1802.05843 (2018) - [i13]Hector Zenil, Narsis Aftab Kiani, Ming-Mei Shang, Jesper Tegnér:
Algorithmic Complexity and Reprogrammability of Chemical Structure Networks. CoRR abs/1802.05856 (2018) - [i12]Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér:
Algorithmic Information Dynamics of Persistent Patterns and Colliding Particles in the Game of Life. CoRR abs/1802.07181 (2018) - [i11]Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér:
Ab initio Algorithmic Causal Deconvolution of Intertwined Programs and Networks by Generative Mechanism. CoRR abs/1802.09904 (2018) - [i10]Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér:
Symmetry and Algorithmic Complexity of Polyominoes and Polyhedral Graphs. CoRR abs/1803.02186 (2018) - [i9]Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér:
An Algorithmic Refinement of Maxent Induces a Thermodynamic-like Behaviour in the Reprogrammability of Generative Mechanisms. CoRR abs/1805.07166 (2018) - [i8]Rise Ooi, Chao-Han Huck Yang, Pin-Yu Chen, Víctor M. Eguíluz, Narsis Aftab Kiani, Hector Zenil, David Gomez-Cabrero, Jesper Tegnér:
Controllability, Multiplexing, and Transfer Learning in Networks using Evolutionary Learning. CoRR abs/1811.05592 (2018) - 2017
- [i7]Santiago Hernández-Orozco, Hector Zenil, Narsis Aftab Kiani:
Algorithmically probable mutations reproduce aspects of evolution such as convergence rate, genetic memory, modularity, diversity explosions, and mass extinction. CoRR abs/1709.00268 (2017) - [i6]Hector Zenil, Narsis Aftab Kiani, Francesco Marabita, Yue Deng, Szabolcs Elias, Angelika Schmidt, Gordon Ball, Jesper Tegnér:
An Algorithmic Information Calculus for Causal Discovery and Reprogramming Systems. CoRR abs/1709.05429 (2017) - 2016
- [i5]Hector Zenil, Narsis Aftab Kiani:
Low Algorithmic Complexity Entropy-deceiving Graphs. CoRR abs/1608.05972 (2016) - [i4]Hector Zenil, Fernando Soler-Toscano, Narsis Aftab Kiani, Santiago Hernández-Orozco, Antonio Rueda-Toicen:
A Decomposition Method for Global Evaluation of Shannon Entropy and Local Estimations of Algorithmic Complexity. CoRR abs/1609.00110 (2016) - 2015
- [i3]Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér:
Numerical Investigation of Graph Spectra and Information Interpretability of Eigenvalues. CoRR abs/1501.06080 (2015) - [i2]Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér:
Quantifying Loss of Information in Network-based Dimensionality Reduction Techniques. CoRR abs/1504.06249 (2015) - [i1]Narsis Aftab Kiani, Hector Zenil, Jakub Olczak, Jesper Tegnér:
Evaluating Network Inference Methods in Terms of Their Ability to Preserve the Topology and Complexity of Genetic Networks. CoRR abs/1512.01088 (2015)
Coauthor Index
aka: Jesper N. Tegnér
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