Syamantak Kumar
7 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer
π£
Hot Topic Early Bird
Conferences
NIPS (3)
ACL (1)
COLT (1)
IJCNLP (1)
UAI (1)
Top co-authors
Keywords
text generation
(2)
dimensionality reduction
(2)
data augmentation
(2)
neural machine translation
(2)
principal component analysis
(1)
sparse representation
(1)
curriculum learning
(1)
natural language inference
(1)
language modeling
(1)
multilingual processing
(1)
covariance estimation
(1)
matrix perturbation
(1)
sparse principal component analysis
(1)
markov chain
(1)
stochastic approximation
(1)
stochastic process
(1)
characteristic function
(1)
gaussian noise
(1)
eigenvector estimation
(1)
streaming principal component analysis
(1)
Papers
Beyond Sin-Squared Error: Linear Time Entrywise Uncertainty Quantification for Streaming PCA
UAI 2025
Oja's Algorithm for Streaming Sparse PCA
NIPS 2024
Nonparametric Evaluation of Noisy ICA Solutions
NIPS 2024
Black-Box k-to-1-PCA Reductions: Theory and Applications
COLT 2024
Streaming PCA for Markovian Data
NIPS 2023
From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Text
ACL 2021
From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Text
IJCNLP 2021