Subhadip Mukherjee
4 papers · 2018–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
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Research topics
Keywords
computed tomography
(2)
speech enhancement
(1)
signal-to-noise ratio
(1)
gaussian mixture model
(1)
inverse problem
(1)
deep neural network
(1)
lower bound
(1)
discrete cosine transform
(1)
relu network
(1)
variational method
(1)
speech denoising
(1)
manifold approximation
(1)
unpaired training
(1)
kurdyka-łojasiewicz condition
(1)
statistical complexity
(1)
minimum probability of error
(1)
sobolev class
(1)
iwcnn
(1)
learned adversarial regularisers
(1)
primal-dual hybrid gradient method
(1)
Papers
Blessing of Dimensionality for Approximating Sobolev Classes on Manifolds
AAAI 2026
Weakly Convex Regularisers for Inverse Problems: Convergence of Critical Points and Primal-Dual Optimisation
ICML 2024
End-to-end reconstruction meets data-driven regularization for inverse problems
NeurIPS 2021
Speech Enhancement Using the Minimum-probability-of-error Criterion
Interspeech 2018