Soumik Mandal

Publications

2.2K

Citations

H-Index

2011

Active since

Affiliations

Indian Institute of Science Education and Research Kolkata(Current)

New York University

Jadavpur University

NYU Langone Health

The Ohio State University

Soumik Mandal is an author at Indian Institute of Science Education and Research Kolkata specializing in engineering, chemistry, and inorganic chemistry.

ORCID

Top concepts

EngineeringChemistryInorganic ChemistryChemical EngineeringBiomolecular EngineeringBiochemistryData ScienceComputer ScienceNatural SciencesDeep Learning

Publications per year

2011–2024

Publications

Reconciling modern machine-learning practice and the classical bias–variance trade-off

Mikhail Belkin, Daniel Hsu, Siyuan Ma et al. · Proceedings of the National Academy of Sciences · 2019 · 1.4K citations · Full text

Artificial Intelligence, Data Augmentation, Engineering +12

To understand deep learning we need to understand kernel learning

Mikhail Belkin, Siyuan Ma, Soumik Mandal · arXiv (Cornell University) · 2018 · 110 citations · Full text

Artificial Intelligence, Data Augmentation, Engineering +14

Reconciling modern machine learning and the bias-variance trade-off

Mikhail Belkin, Daniel Hsu, Siyuan Ma et al. · arXiv (Cornell University) · 2018 · 93 citations · Full text

Artificial Intelligence, Unified Performance Curve, Neural Scaling Law +13

Reconciling modern machine learning practice and the bias-variance trade-off

Mikhail Belkin, Daniel Hsu, Siyuan Ma et al. · arXiv (Cornell University) · 2018 · 83 citations · Full text

Large Language Model–Based Responses to Patients’ In-Basket Messages

William Small, Batia M. Wiesenfeld, Beatrix Brandfield-Harvey et al. · JAMA Network Open · 2024 · 66 citations · Full text

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