Tamal K. Dey
- Topological Deep Learning: Going Beyond Graph Data
2022/06/01 by Mustafa Hajij, Ghada Zamzmi, Hajij, Mustafa +25 · 10 citations
Computer Science · #Advanced Graph Neural Networks #Algebraic Topology (math.AT) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI) #Topological and Geometric Data Analysis
- Transforming Curves on Surfaces
1999/04/01 by Tamal K. Dey, Sumanta Guha · 2 citations
Mathematics · Computer Science · #Geometric and Algebraic Topology #Topological and Geometric Data Analysis #Advanced Combinatorial Mathematics
- Computing Bottleneck Distance for Multi-parameter Interval Decomposable Persistence Modules
2018/03/07 by Tamal K. Dey, Cheng Xin, Dey, Tamal K. +1 · 3 citations
Computer Science · Engineering · Mathematics · #Anomaly Detection Techniques and Applications #Automated Road and Building Extraction #Computational Geometry (cs.CG) #FOS: Computer and information sciences #Homotopy and Cohomology in Algebraic Topology #Topological and Geometric Data Analysis
- Approximating Loops in a Shortest Homology Basis from Point Data
2009/09/30 by Tamal K. Dey, Jian Sun, Dey, Tamal K. +3 · 1 citation
Computer Science · Medicine · #Topological and Geometric Data Analysis #Advanced Neuroimaging Techniques and Applications #Advanced Vision and Imaging
- GRIL: A 2-parameter Persistence Based Vectorization for Machine Learning
2023/04/11 by Xin Cheng, Xin, Cheng, Soham Mukherjee +5 · 2 citations
Computer Science · Medicine · #Topological and Geometric Data Analysis #Clusterin in disease pathology #Advanced Graph Neural Networks
- Rectangular Approximation and Stability of 2-parameter Persistence Modules
2021/08/17 by Tamal K. Dey, Cheng Xin, Dey, Tamal K. +1 · 1 citation
Computer Science · Mathematics · #Algebraic Topology (math.AT) #Computational Geometry (cs.CG) #FOS: Computer and information sciences #FOS: Mathematics #Homotopy and Cohomology in Algebraic Topology #Topological and Geometric Data Analysis
- Updating zigzag representatives efficiently
2026/07/17 by Tamal K. Dey, Tao Hou, Dmitriy Morozov
#cs.CG #math.AT