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Soham Mukherjee
Soham Mukherjee
Lead Software Engineer, Cadence Design Systems Inc
Верификована је имејл адреса на cadence.com - Почетна страница
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Година
Topological Deep Learning: Going Beyond Graph Data
M Hajij, G Zamzmi, T Papamarkou, N Miolane, A Guzmán-Sáenz, ...
arXiv preprint arXiv:2206.00606, 2023
512023
GRIL: A 2-parameter Persistence Based Vectorization for Machine Learning
C Xin, S Mukherjee, SN Samaga, TK Dey
Proceedings of 2nd Annual Workshop on Topology, Algebra, and Geometry in …, 2023
24*2023
Gefl: Extended filtration learning for graph classification
S Zhang, S Mukherjee, TK Dey
Learning on Graphs Conference, 16: 1-16: 26, 2022
142022
Gene expression data classification using topology and machine learning models
TK Dey, S Mandal, S Mukherjee
BMC bioinformatics 22 (Suppl 10), 627, 2021
92021
TopoX: a suite of Python packages for machine learning on topological domains
M Hajij, M Papillon, F Frantzen, J Agerberg, I AlJabea, R Ballester, ...
Journal of Machine Learning Research 25 (374), 1-8, 2024
82024
Topological Deep Learning: Going Beyond Graph Data
M Hajij, G Zamzmi, T Papamarkou, N Miolane, A Guzmán-Sáenz, ...
arXiv preprint arXiv:2206.00606, 2023
82023
Determining clinically relevant features in cytometry data using persistent homology
S Mukherjee, D Wethington, TK Dey, J Das
PLoS Computational Biology 18 (3), e1009931, 2022
82022
Icml 2023 topological deep learning challenge: Design and results
M Papillon, M Hajij, A Myers, H Jenne, J Mathe, T Papamarkou, ...
Topological, Algebraic and Geometric Learning Workshops 2023, 3-8, 2023
72023
D-gril: End-to-end topological learning with 2-parameter persistence
S Mukherjee, SN Samaga, C Xin, S Oudot, TK Dey
arXiv preprint arXiv:2406.07100, 2024
62024
Denoising with discrete Morse theory
S Mukherjee
The Visual Computer 37 (9), 2883-2894, 2021
52021
Unveiling patterns in data: harnessing computational topology in machine learning
S Mukherjee
Purdue University, 2024
2024
A Jacobi-set based loss function for segmentation task
S Mukherjee
https://soham0209.github.io/uploads/TDA_project.pdf, 2022
2022
Segmenting Cubical Complexes with Region Growing
S Mukherjee
2018
AVR Microcontroller Based Conference Presentation Timer
S Bose, S Mukherjee, S Kundu, U Biswas, MK Naskar
Proceedings of the First International Conference on Intelligent Computing …, 2017
2017
Differential of Generalized Rank Invariant Landscape (D-GRIL)
TK Dey, S Mukherjee, S Oudot, SN Samaga, C Xin
Computational Geometry: Young Researchers Forum 2024—book of abstracts—, 19, 0
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