Roman Vainshtein

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Machine Learning

Hierarchical Reinforcement Learning

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Shai Meital, Lior Rokach, Roman Vainshtein, Nir Grinberg
The Branch Not Taken: Predicting Branching in Online Conversations. CoRR (2024)
Itai Dagan, Roman Vainshtein, Gilad Katz, Lior Rokach
Automated algorithm selection using meta-learning and pre-trained deep convolution neural networks. Inf. Fusion 105 (2024)
Adva Hadrian, Roman Vainshtein, Bracha Shapira, Lior Rokach
DeepCAN: Hybrid Method for Road Type Classification Using Vehicle Sensor Data for Smart Autonomous Mobility. IEEE Trans. Intell. Transp. Syst. 24 (11) (2023)
Asnat Greenstein-Messica, Roman Vainshtein, Gilad Katz, Bracha Shapira, Lior Rokach
Automatic Machine Learning Derived from Scholarly Big Data. CoRR (2020)
Doron Laadan, Roman Vainshtein, Yarden Curiel, Gilad Katz, Lior Rokach
MetaTPOT: Enhancing A Tree-based Pipeline Optimization Tool Using Meta-Learning. CIKM (2020)
Sigal Shaked, Amos Zamir, Roman Vainshtein, Moshe Unger, Lior Rokach, Rami Puzis, Bracha Shapira
Sequence Preserving Network Traffic Generation. CoRR (2020)
Yuval Heffetz, Roman Vainshtein, Gilad Katz, Lior Rokach
DeepLine: AutoML Tool for Pipelines Generation using Deep Reinforcement Learning and Hierarchical Actions Filtering. KDD (2020)
Roman Vainshtein, Gilad Katz, Bracha Shapira, Lior Rokach
Assessing the Quality of Scientific Papers. CoRR (2019)
Noy Cohen-Shapira, Lior Rokach, Bracha Shapira, Gilad Katz, Roman Vainshtein
AutoGRD: Model Recommendation Through Graphical Dataset Representation. CIKM (2019)
Yuval Heffetz, Roman Vainshtein, Gilad Katz, Lior Rokach
DeepLine: AutoML Tool for Pipelines Generation using Deep Reinforcement Learning and Hierarchical Actions Filtering. CoRR (2019)
Doron Laadan, Roman Vainshtein, Yarden Curiel, Gilad Katz, Lior Rokach
RankML: a Meta Learning-Based Approach for Pre-Ranking Machine Learning Pipelines. CoRR (2019)
Roman Vainshtein, Asnat Greenstein-Messica, Gilad Katz, Bracha Shapira, Lior Rokach
A Hybrid Approach for Automatic Model Recommendation. CIKM (2018)