关注
Roman Vainshtein
Roman Vainshtein
Ph.D.
在 post.bgu.ac.il 的电子邮件经过验证
标题
引用次数
引用次数
年份
Deepline: Automl tool for pipelines generation using deep reinforcement learning and hierarchical actions filtering
Y Heffetz, R Vainshtein, G Katz, L Rokach
Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020
452020
Autogrd: Model recommendation through graphical dataset representation
N Cohen-Shapira, L Rokach, B Shapira, G Katz, R Vainshtein
Proceedings of the 28th ACM International Conference on Information and …, 2019
402019
A hybrid approach for automatic model recommendation
R Vainshtein, A Greenstein-Messica, G Katz, B Shapira, L Rokach
Proceedings of the 27th ACM International Conference on Information and …, 2018
292018
Rankml: a meta learning-based approach for pre-ranking machine learning pipelines
D Laadan, R Vainshtein, Y Curiel, G Katz, L Rokach
arXiv preprint arXiv:1911.00108, 2019
132019
MetaTPOT: enhancing a tree-based pipeline optimization tool using meta-learning
D Laadan, R Vainshtein, Y Curiel, G Katz, L Rokach
Proceedings of the 29th ACM International Conference on Information …, 2020
102020
Assessing the quality of scientific papers
R Vainshtein, G Katz, B Shapira, L Rokach
arXiv preprint arXiv:1908.04200, 2019
32019
Automated algorithm selection using meta-learning and pre-trained deep convolution neural networks
I Dagan, R Vainshtein, G Katz, L Rokach
Information Fusion 105, 102210, 2024
12024
Deepcan: Hybrid method for road type classification using vehicle sensor data for smart autonomous mobility
A Hadrian, R Vainshtein, B Shapira, L Rokach
IEEE Transactions on Intelligent Transportation Systems, 2023
12023
Automatic machine learning derived from scholarly big data
A Greenstein-Messica, R Vainshtein, G Katz, B Shapira, L Rokach
arXiv preprint arXiv:2003.03470, 2020
12020
Sequence preserving network traffic generation
S Shaked, A Zamir, R Vainshtein, M Unger, L Rokach, R Puzis, B Shapira
arXiv preprint arXiv:2002.09832, 2020
12020
Insights and Current Gaps in Open-Source LLM Vulnerability Scanners: A Comparative Analysis
J Brokman, O Hofman, O Rachmil, I Singh, R Sabapathy, A Priya, ...
arXiv preprint arXiv:2410.16527, 2024
2024
MONTRAGE: Monitoring Training for Attribution of Generative Diffusion Models
J Brokman, O Hofman, R Vainshtein, A Giloni, T Shimizu, I Singh, ...
2024
The Branch Not Taken: Predicting Branching in Online Conversations
S Meital, L Rokach, R Vainshtein, N Grinberg
arXiv preprint arXiv:2404.13613, 2024
2024
ATLANTIS: A Framework for Automated Targeted Language-guided Augmentation Training for Robust Image Search
I Singh, R Vainshtein, A Zolfi, A Shabtai, T Bui, J Brokman, O Hofman, ...
2024
Automatic Assessment of Scientific Papers Quality
R Vainshtein
Ben-Gurion University of the Negev, Faculty of Engineering Sciences …, 2016
2016
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