Soham Mukherjee

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Tamal K. DeyProfessor Computer Science, Purdue UniversityVerified email at purdue.edu
Shreyas N. SamagaPhD Student, Purdue UniversityVerified email at purdue.edu
Cheng XinPurdue UniversityVerified email at purdue.edu
Mustafa HajijAssistant Professor of Machine Learning, University of San FranciscoVerified email at usfca.edu
Theodore PapamarkouThe University of ManchesterVerified email at manchester.ac.uk
Jayajit DasNationwide Childrens Hospital and The Ohio State UniversityVerified email at nationwidechildrens.org
Simon ZhangPurdue UniversityVerified email at purdue.edu
Sayan MandalScientific Dev II at OpenEye Cadence Molecular ScienceVerified email at buckeyemail.osu.edu
Mrinal Kanti NaskarProfessor, Jadavpur UniversityVerified email at etce.jdvu.ac.in
Utpal BiswasProfessor, University of KalyaniVerified email at klyuniv.ac.in

Soham Mukherjee

Lead Software Engineer, Cadence Design Systems Inc

Verified email at cadence.com - Homepage

Computational Topology Topological Data Analysis Circuits and Systems


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Topological Deep Learning: Going Beyond Graph Data M Hajij, G Zamzmi, T Papamarkou, N Miolane, A Guzmán-Sáenz, ... arXiv preprint arXiv:2206.00606, 2023	16	2023
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	9	2023
GEFL: extended filtration learning for graph classification S Zhang, S Mukherjee, TK Dey Learning on Graphs Conference, 16: 1-16: 26, 2022	6	2022
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	6	2022
Denoising with discrete Morse theory S Mukherjee The Visual Computer 37 (9), 2883-2894, 2021	5	2021
Gene expression data classification using topology and machine learning models TK Dey, S Mandal, S Mukherjee BMC bioinformatics 22 (Suppl 10), 627, 2021	4	2021
Icml 2023 topological deep learning challenge: Design and results M Papillon, M Hajij, A Myers, F Frantzen, G Zamzmi, H Jenne, J Mathe, ... Topological, Algebraic and Geometric Learning Workshops 2023, 3-8, 2023	3	2023
TopoX: a suite of Python packages for machine learning on topological domains M Hajij, M Papillon, F Frantzen, J Agerberg, I AlJabea, R Ballester, ... arXiv preprint arXiv:2402.02441, 2024	1	2024
Unveiling patterns in data: harnessing computational topology in machine learning S Mukherjee Purdue University Graduate School, 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

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