Shivam Gupta

11 papers · 2022–2025 · 5 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (5) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14) 🗺️ Taxonomy Completionist (18) 🌉 Interdisciplinary Bridge 🏆 Keyword Champion (3) 💎 Century Club (11)

Conferences

NIPS (4) COLT (3) ICML (2) ICLR (1) IJCAI (1)

Top co-authors

Eric Price (6) Zhiyang Xun (2) ecprice (2) Paul Valiant (2) Aditya Parulekar (2) Jasper Lee (2) Junaid Qadir (1) Ajil Jalal (1) Osama Nasir (1) Jasper C.H. Lee (1)

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) cramér-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