Soham Mukherjee

This page is a disambiguation page, it actually contains multiple papers from persons of the same or a similar name.

Bibliography

2026

Hilbert space methods for approximating multi-output latent variable Gaussian processes.

[BibT_eX]

[DOI]

Soham Mukherjee

Manfred Claassen

Paul-Christian Bürkner

Stat. Comput., June, 2026

D-GRIL: End-To-End Topological Learning with 2-Parameter Persistence.

[BibT_eX]

[DOI]

Proceedings of the 42nd International Symposium on Computational Geometry, 2026

2025

DGP-LVM: Derivative Gaussian process latent variable models.

[BibT_eX]

[DOI]

Soham Mukherjee

Manfred Claassen

Paul-Christian Bürkner

Stat. Comput., October, 2025

Achieving Near-Optimal Oracle Complexity in Decentralized Stochastic Optimization With Channel Noise.

[BibT_eX]

[DOI]

Soham Mukherjee

Mrityunjoy Chakraborty

IEEE Trans. Control. Netw. Syst., June, 2025

Toward O(log(1/ϵ)/ϵ) Computational Complexity for PL Functions in Decentralized Stochastic Optimization With Communication Noise.

[BibT_eX]

[DOI]

Soham Mukherjee

Mrityunjoy Chakraborty

IEEE Control. Syst. Lett., 2025

2024

TopoX: A Suite of Python Packages for Machine Learning on Topological Domains.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2024

An Atmospheric Correction Integrated LULC Segmentation Model for High-Resolution Satellite Imagery.

[BibT_eX]

[DOI]

CoRR, 2024

2023

ICML 2023 Topological Deep Learning Challenge : Design and Results.

[BibT_eX]

[DOI]

Gurusankar Gopalakrishnan

Karthikeyan Natesan Ramamurthy

et al.

CoRR, 2023

GRIL: A $2$-parameter Persistence Based Vectorization for Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Topological, 2023

ICML 2023 Topological Deep Learning Challenge: Design and Results.

[BibT_eX]

[DOI]

Alessandro Salatiello

Kalyan Varma Nadimpalli

Karthikeyan Natesan Ramamurthy

Proceedings of the Topological, 2023

2022

Determining clinically relevant features in cytometry data using persistent homology.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2022

GEFL: Extended Filtration Learning for Graph Classification.

[BibT_eX]

[DOI]

Simon Zhang

Soham Mukherjee

Tamal K. Dey

Proceedings of the Learning on Graphs Conference, 2022

2021

Denoising with discrete Morse theory.

[BibT_eX]

[DOI]

Soham Mukherjee

Vis. Comput., 2021

On the Hierarchical Community Structure of Practical SAT Formulas.

[BibT_eX]

[DOI]

CoRR, 2021

Gene expression data classification using topology and machine learning models.

[BibT_eX]

[DOI]

Tamal K. Dey

Sayan Mandal

Soham Mukherjee

BMC Bioinform., 2021

On the Hierarchical Community Structure of Practical Boolean Formulas.

[BibT_eX]

[DOI]

Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2021, 2021

2020

A Novel Near Infrared Spectroscopy Based Device for Albumin Estimation.

[BibT_eX]

[DOI]

Shubhajit Roy Chowdhury

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

A decentralized algorithm for large scale min-max problems.

[BibT_eX]

[DOI]

Soham Mukherjee

Mrityunjoy Chakraborty

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019

Humans are Still the Best Lossy Image Compressors.

[BibT_eX]

[DOI]

Proceedings of the Data Compression Conference, 2019

Soham Mukherjee

Bibliography

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