Soumyadip Ghosh
5 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird
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Keyword Pioneer
Venues
Top co-authors
Research topics
Keywords
stochastic gradient descent
(2)
domain generalization
(1)
transfer learning
(1)
domain adaptation
(1)
optimal transport
(1)
cross-lingual transfer
(1)
named entity recognition
(1)
statistical convergence
(1)
distributed learning
(1)
part-of-speech tagging
(1)
synthetic data generation
(1)
source domain
(1)
curse of dimensionality
(1)
minimax bounds
(1)
geometric structure
(1)
low-resource language
(1)
asynchronous training
(1)
generalized eigenvalue problem
(1)
straggler mitigation
(1)
distributed stochastic gradient descent
(1)
Papers
Towards Resource-Rich Mizo and Khasi in NLP: Resource Development, Synthetic Data Generation and Model Building
ACL 2025
A Class of Geometric Structures in Transfer Learning: Minimax Bounds and Optimality
AISTATS 2022
Efficient Generalization with Distributionally Robust Learning
NeurIPS 2021
Quantifying the Empirical Wasserstein Distance to a Set of Measures: Beating the Curse of Dimensionality
NeurIPS 2020
Slow and Stale Gradients Can Win the Race: Error-Runtime Trade-offs in Distributed SGD
AISTATS 2018