Subhadip Mukherjee
4 papers · 2018–2026 · 4 conferences · across top CS/AI conferences
Achievements
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๐ Conference Polyglot (3) ๐ Academic Marathon (6) ๐ Renaissance Researcher (5) ๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer
๐ฃ
Hot Topic Early Bird
๐
Cross-Pollinator
(14)
Conferences
AAAI (1)
ICML (1)
INTERSPEECH (1)
NIPS (1)
Top co-authors
Keywords
image reconstruction
(1)
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)
computed tomography
(1)
variational method
(1)
speech denoising
(1)
manifold approximation
(1)
unpaired training
(1)
statistical complexity
(1)
minimum probability of error
(1)
sobolev class
(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
NIPS 2021
Speech Enhancement Using the Minimum-probability-of-error Criterion
INTERSPEECH 2018