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ORCIDYoram Louzoun
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2020 – today
- 2025
[i11]Yedidya Kfir, Elad Sarafian, Sarit Kraus, Yoram Louzoun:
Optimistic Gradient Learning with Hessian Corrections for High-Dimensional Black-Box Optimization. CoRR abs/2502.04829 (2025)- 2024
- [c7]Shir Ashury-Tahan, Amir David Nissan Cohen, Nadav Cohen, Yoram Louzoun, Yoav Goldberg:
Data-driven Coreference-based Ontology Building. EMNLP (Findings) 2024: 14290-14300 - [i10]Shir Ashury-Tahan, Amir David Nissan Cohen, Nadav Cohen, Yoram Louzoun, Yoav Goldberg:
Data-driven Coreference-based Ontology Building. CoRR abs/2410.17051 (2024) - 2023
- [c6]Shoval Frydman
, Yoram Louzoun:
FODGE - Fast Online Dynamic Graph Embedding. ASONAM 2023: 258-262 - 2022
- [j22]Itay Levinas, Roy Scherz, Yoram Louzoun:
BFS-based distributed algorithm for parallel local-directed subgraph enumeration. J. Complex Networks 10(6) (2022) - [j21]Itay Levinas, Yoram Louzoun:
Planted Dense Subgraphs in Dense Random Graphs Can Be Recovered using Graph-based Machine Learning. J. Artif. Intell. Res. 75: 541-568 (2022) - [i9]Itay Levinas, Yoram Louzoun:
Planted Dense Subgraphs in Dense Random Graphs Can Be Recovered using Graph-based Machine Learning. CoRR abs/2201.01825 (2022) - [i8]Itay Levinas, Roy Scherz, Yoram Louzoun:
BFS based distributed algorithm for parallel local directed sub-graph enumeration. CoRR abs/2201.11655 (2022) - [i7]Barak Babayov, Yoram Louzoun:
IRMA: Iterative Repair for graph MAtching. CoRR abs/2208.09164 (2022) - 2021
- [j20]Shirit Dvorkin, Reut Levi, Yoram Louzoun:
Autoencoder based local T cell repertoire density can be used to classify samples and T cell receptors. PLoS Comput. Biol. 17(7) (2021) - [i6]Omer Nagar, Shoval Frydman, Ori Hochman, Yoram Louzoun:
Quadratic GCN for Graph Classification. CoRR abs/2104.06750 (2021) - 2020
- [j19]Gil Ariel, Yoram Louzoun:
Estimating Differential Entropy using Recursive Copula Splitting. Entropy 22(2): 236 (2020) - [c5]Elad Sarafian, Mor Sinay, Yoram Louzoun, Noa Agmon, Sarit Kraus:
Explicit Gradient Learning for Black-Box Optimization. ICML 2020: 8480-8490 - [i5]Mor Sinay, Elad Sarafian, Yoram Louzoun, Noa Agmon, Sarit Kraus:
Explicit Gradient Learning. CoRR abs/2006.08711 (2020)
2010 – 2019
- 2019
- [j18]Jing-Fang Fan, Keren Cohen, Louis M. Shekhtman, Sibo Liu, Jun Meng, Yoram Louzoun, Shlomo Havlin:
Topology of products similarity network for market forecasting. Appl. Netw. Sci. 4(1): 69:1-69:15 (2019) - [j17]Tzipi Braun, Antonio V. Bordería, Cyril Barbezange, Marco Vignuzzi, Yoram Louzoun:
Long-term context-dependent genetic adaptation of the viral genetic cloud. Bioinform. 35(11): 1907-1915 (2019) - [j16]Martin Maiers, Michael Halagan, Loren Gragert, Pradeep Bashyal, Jason Brelsford, Joel Schneider, Polina Lutsker, Yoram Louzoun:
GRIMM: GRaph IMputation and matching for HLA genotypes. Bioinform. 35(18): 3520-3523 (2019) - [j15]Roi Naaman, Keren Cohen, Yoram Louzoun:
Edge sign prediction based on a combination of network structural topology and sign propagation. J. Complex Networks 7(1): 54-66 (2019) - [i4]Idan Benami, Keren Cohen, Oved Nagar, Yoram Louzoun:
Topological based classification of paper domains using graph convolutional networks. CoRR abs/1904.07787 (2019) - [i3]Roy Abel, Yoram Louzoun:
Regional based query in graph active learning. CoRR abs/1906.08541 (2019) - [i2]Roy Abel, Idan Benami, Yoram Louzoun:
Topological based classification using graph convolutional networks. CoRR abs/1911.06892 (2019) - 2018
- [i1]Jing-Fang Fan, Keren Cohen, Louis M. Shekhtman, Sibo Liu, Jun Meng, Yoram Louzoun, Shlomo Havlin:
A combined network and machine learning approaches for product market forecasting. CoRR abs/1811.10273 (2018) - 2017
- [j14]Idan Alter, Loren Gragert, Stephanie Fingerson, Martin Maiers, Yoram Louzoun:
HLA class I haplotype diversity is consistent with selection for frequent existing haplotypes. PLoS Comput. Biol. 13(8) (2017) - 2016
- [j13]Tomer Illouz, Ravit Madar, Charlotte Clague, Kathleen J. Griffioen, Yoram Louzoun, Eitan Okun:
Unbiased classification of spatial strategies in the Barnes maze. Bioinform. 32(21): 3314-3320 (2016) - [j12]Yonatan Rosen, Yoram Louzoun:
Topological similarity as a proxy to content similarity. J. Complex Networks 4(1): 38-60 (2016) - [j11]Hilla Brot, Lev Muchnik, Jacob Goldenberg, Yoram Louzoun:
Evolution through bursts: Network structure develops through localized bursts in time and space. Netw. Sci. 4(3): 293-313 (2016) - 2015
- [j10]Noa Slater, Yoram Louzoun, Loren Gragert, Martin Maiers, Ansu Chatterjee, Mark Albrecht:
Power Laws for Heavy-Tailed Distributions: Modeling Allele and Haplotype Diversity for the National Marrow Donor Program. PLoS Comput. Biol. 11(4) (2015) - 2014
- [j9]Matan Bodaker, Eran Meshorer, Eduardo Mitrani, Yoram Louzoun:
Genes related to differentiation are correlated with the gene regulatory network structure. Bioinform. 30(3): 406-413 (2014) - [j8]Noa Slater, Royi Itzhack, Yoram Louzoun:
Mid size cliques are more common in real world networks than triangles. Netw. Sci. 2(3): 387-402 (2014) - 2013
- [c4]Gilad Liberman, Tal Vider-Shalit, Yoram Louzoun:
Kernel Multi Label Vector Optimization (kMLVO): A Unified Multi-Label Classification Formalism. LION 2013: 131-137 - 2011
- [j7]Yaakov Maman, Ran Nir-Paz, Yoram Louzoun:
Bacteria Modulate the CD8+ T Cell Epitope Repertoire of Host Cytosol-Exposed Proteins to Manipulate the Host Immune Response. PLoS Comput. Biol. 7(10) (2011) - [c3]Gilad Liberman, Yoram Louzoun, Olivier Colliot, Dafna Ben-Bashat:
T 1 Mapping, AIF and Pharmacokinetic Parameter Extraction from Dynamic Contrast Enhancement MRI Data. MBIA 2011: 76-83 - 2010
- [j6]Royi Itzhack, Yoram Louzoun:
Random distance dependent attachment as a model for neural network generation in the Caenorhabditis elegans. Bioinform. 26(5): 647-652 (2010)
2000 – 2009
- 2009
- [j5]Tal Vider-Shalit, Ronit Sarid, Kobi Maman, Lea Tsaban, Ran Levi, Yoram Louzoun:
Viruses selectively mutate their CD8+ T-cell epitopes - a large-scale immunomic analysis. Bioinform. 25(12) (2009) - 2008
- [j4]Ido Ginodi, Tal Vider-Shalit, Lea Tsaban, Yoram Louzoun:
Precise score for the prediction of peptides cleaved by the proteasome. Bioinform. 24(4): 477-483 (2008) - 2007
- [j3]Yoram Louzoun, Henri Atlan:
The emergence of goals in a self-organizing network: A non-mentalist model of intentional actions. Neural Networks 20(2): 156-171 (2007) - 2006
- [j2]Yoram Louzoun, Lev Muchnik, Sorin Solomon:
Copying nodes versus editing links: the source of the difference between genetic regulatory networks and the WWW. Bioinform. 22(5): 581-588 (2006) - [c2]Reuma Magori-Cohen, Yoram Louzoun, Steven H. Kleinstein:
Mutation parameters from DNA sequence data using graph theoretic measures on lineage trees. ISMB (Supplement of Bioinformatics) 2006: 332-340 - 2004
- [c1]German Nudelman, Yoram Louzoun:
Antigen Epitope Density Dependent Cell Surface Discrimination and the Role of the Lipid Rafts. METMBS 2004: 429-435 - 2003
- [j1]Yoram Louzoun, Sorin Solomon, Jacob Goldenberg, David Mazursky:
World-Size Global Markets Lead to Economic Instability. Artif. Life 9(4): 357-370 (2003)
Coauthor Index
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