Shivam Gupta
11 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π§ Keyword Pioneer π Cross-Pollinator (14) πΊοΈ Taxonomy Completionist (18) π Interdisciplinary Bridge
π
Keyword Champion
(3)
π
Century Club
(11)
Conferences
NIPS (4)
COLT (3)
ICML (2)
ICLR (1)
IJCAI (1)
Top co-authors
Keywords
location estimation
(3)
confidence interval
(2)
cramer-rao bound
(2)
high-dimensional statistics
(2)
robust statistics
(2)
fisher information
(2)
sample complexity
(2)
outlier detection
(1)
topic modeling
(1)
non-convex optimization
(1)
theoretical analysis
(1)
mean estimation
(1)
parameter estimation
(1)
maximum likelihood
(1)
sparse pca
(1)
minimax optimality
(1)
statistical estimation
(1)
cramΓ©r-rao bound
(1)
maximum likelihood estimation
(1)
latent dirichlet allocation
(1)
Papers
Faster Diffusion Sampling with Randomized Midpoints: Sequential and Parallel
ICLR 2025
Diffusion Posterior Sampling is Computationally Intractable
ICML 2024
Beyond Catoni: Sharper Rates for Heavy-Tailed and Robust Mean Estimation
COLT 2024
Improved Sample Complexity Bounds for Diffusion Model Training
NIPS 2024
Get Out of the BAG! Silos in AI Ethics Education: Unsupervised Topic Modeling Analysis of Global AI Curricula (Extended Abstract)
IJCAI 2023
Minimax-Optimal Location Estimation
NIPS 2023
Finite-Sample Symmetric Mean Estimation with Fisher Information Rate
COLT 2023
High-dimensional Location Estimation via Norm Concentration for Subgamma Vectors
ICML 2023
Outlier-Robust Sparse Estimation via Non-Convex Optimization
NIPS 2022
Finite-Sample Maximum Likelihood Estimation of Location
NIPS 2022
Sharp Constants in Uniformity Testing via the Huber Statistic
COLT 2022