Gleb Gusev
- CatBoost: unbiased boosting with categorical features
2017/06/28 by Liudmila Prokhorenkova, Prokhorenkova, Liudmila, Gleb Gusev +7 · 15 citations
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning and Data Classification
- TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds
2024/07/17 by Elona Dupont, Dupont, Elona, Kseniya Cherenkova +9 · 7 citations
Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Manufacturing Process and Optimization
- SHARP Challenge 2023: Solving CAD History and pArameters Recovery from Point clouds and 3D scans. Overview, Datasets, Metrics, and Baselines
2023/08/30 by Dimitrios Mallis, Mallis, Dimitrios, Sk Aziz Ali +15 · 5 citations
Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Additive Manufacturing and 3D Printing Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Manufacturing Process and Optimization
- CADOps-Net: Jointly Learning CAD Operation Types and Steps from Boundary-Representations
2022/08/22 by Elona Dupont, Dupont, Elona, Kseniya Cherenkova +11 · 3 citations
Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #BIM and Construction Integration #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Manufacturing Process and Optimization
- Adversarial Attacks on Deep Models for Financial Transaction Records
2021/06/15 by Ivan Fursov, Fursov, Ivan, Matvey Morozov +17 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Statistical Finance (q-fin.ST) #Topic Modeling
- Efficient Rectangular Maximal-Volume Algorithm for Rating Elicitation in\n Collaborative Filtering
2016/10/16 by Alexander Fonarev, A. V. Mikhalëv, Fonarev, Alexander +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Mobile Crowdsensing and Crowdsourcing #Recommender Systems and Techniques
- SepicNet: Sharp Edges Recovery by Parametric Inference of Curves in 3D Shapes
2023/04/13 by Kseniya Cherenkova, Elona Dupont, Cherenkova, Kseniya +9 · 1 citation
Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Processing and 3D Reconstruction
- Learning Supervised PageRank with Gradient-Free Optimization Methods
2014/11/16 by Lev Bogolubsky, Pavel Dvurechensky, Bogolubsky, Lev +13 · 3 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Search Problems #Recommender Systems and Techniques