Shourya Pandey
5 papers · 2024–2026 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Keywords
principal component analysis
(2)
sample complexity
(2)
differential privacy
(2)
uncertainty quantification
(1)
mean estimation
(1)
covariance estimation
(1)
statistical estimation
(1)
variance reduction
(1)
curse of dimensionality
(1)
robust learning
(1)
streaming principal component analysis
(1)
multi-armed bandit
(1)
regret bound
(1)
heavy-tailed distribution
(1)
u-statistic estimation
(1)
local hájek projection
(1)
private error bound
(1)
confidence interval
(1)
concentration bound
(1)
dataset contamination
(1)
Papers
Explore, Refine, then Commit: Nearly Optimal Multi-Group Mean Estimation with Active Learning
UAI 2026
On the Curse of Dimensionality in Private Sparse Covariance Estimation and PCA
COLT 2026
Beyond Sin-Squared Error: Linear Time Entrywise Uncertainty Quantification for Streaming PCA
UAI 2025
Black-Box k-to-1-PCA Reductions: Theory and Applications
COLT 2024
On Differentially Private U Statistics
NeurIPS 2024