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Syamantak Kumar
Observed names:
Kumar, Syamantak,
S. R. Mithun Kumar
Institution:
The University of Texas at Austin
Observed institutions:
Indian Institute of Technology Bombay,
Samsung (South Korea),
Birla Institute of Technology and Science - Hyderabad Campus,
Birla Institute of Technology and Science, Pilani,
The University of Texas at Austin
ORCID:
0000-0002-1152-143X
Observed ORCID:
0000-0002-1152-143X
OpenAlex ID:
A5068894556
From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Text
2021
·
Ishan Tarunesh
, Syamantak Kumar
, et al.
·
34
PDF
A comparison of open source libraries ready for 3D reconstruction of wounds
2019
·
Syamantak Kumar
, Dhruv Jaglan
, et al.
·
SPIE Medical Imaging: Imaging Informatics for Healthcare, Research, and Applications
·
5
Oja's Algorithm for Streaming Sparse PCA
2024
·
Syamantak Kumar
, Purnamrita Sarkar
·
neural information processing systems
·
2
PDF
Streaming PCA for Markovian Data
2023
·
Syamantak Kumar
, Purnamrita Sarkar
·
neural information processing systems
·
2
PDF
Nonparametric Evaluation of Noisy ICA Solutions
2024
·
Syamantak Kumar
, Purnamrita Sarkar
, et al.
·
neural information processing systems
·
1
PDF
From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Text
2021
·
Tarunesh, Ishan
, Kumar, Syamantak
, et al.
·
arXiv (Cornell University)
·
1
PDF
Gap-Free Streaming PCA Beyond Rank-One Updates: Near-Optimal Rates and Applications to Differential Privacy
2026
·
Gu, Anming
, Kumar, Syamantak
, et al.
·
arXiv (Cornell University)
PDF
High-Magnetization Sampling at Low Temperatures: Ising Models and Bayesian Sparse Linear Regression
2026
·
Kumar, Syamantak
, Sarkar, Purnamrita
, et al.
·
arXiv (Cornell University)
PDF
Walk fast but be careful: Understanding Parallel Sampling in Masked Diffusion
2026
·
Bansal, Vansh
, Cho, Cholyeon
, et al.
·
arXiv (Cornell University)
PDF
On the Curse of Dimensionality in Private Sparse Covariance Estimation and PCA
2026
·
Kumar, Syamantak
, Pandey, Shourya
, et al.
·
arXiv (Cornell University)
PDF
Combinatorial Sparse PCA Beyond the Spiked Identity Model
2026
·
Kumar, Syamantak
, Sarkar, Purnamrita
, et al.
·
arXiv (Cornell University)
PDF
Beyond Sin-Squared Error: Linear-Time Entrywise Uncertainty Quantification for Streaming PCA
2025
·
Kumar, Syamantak
, Pandey, Shourya
, et al.
·
arXiv (Cornell University)
PDF
Spike-and-Slab Posterior Sampling in High Dimensions
2025
·
Kumar, Syamantak
, Sarkar, Purnamrita
, et al.
·
arXiv (Cornell University)
PDF
Dimension-free Score Matching and Time Bootstrapping for Diffusion Models
2025
·
Syamantak Kumar
, Dheeraj Nagaraj
, et al.
·
neural information processing systems
PDF
SynergyScore: Leveraging Pretrained Language Models for Effective Evaluation of Code-Switched Sentences
2025
·
S. R. Mithun Kumar
, Arjun Khandelwal
, et al.
·
IEEE Access
Private Geometric Median in Nearly-Linear Time
2025
·
Syamantak Kumar
, Daogao Liu
, et al.
·
neural information processing systems
PDF
Low Precision Streaming PCA
2025
·
Sanjoy Dasgupta
, Syamantak Kumar
, et al.
·
neural information processing systems
Black-Box $k$-to-$1$-PCA Reductions: Theory and Applications
2024
·
Jambulapati, Arun
, Kumar, Syamantak
, et al.
·
arXiv (Cornell University)
PDF
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Works count:
19
Citation count:
45
H-index:
2
I10-index:
1
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