Aniket Das
7 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (13)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(15)
π
Conference Pioneer
Conferences
NIPS (3)
COLT (2)
ICML (1)
WACV (1)
Top co-authors
Keywords
stochastic gradient descent
(1)
image generation
(1)
finite-sum optimization
(1)
non-convex optimization
(1)
variational inference
(1)
convex optimization
(1)
bayesian inference
(1)
video generation
(1)
kl divergence
(1)
minimax optimality
(1)
minimax optimization
(1)
diffusion process
(1)
statistical estimation
(1)
stochastic approximation
(1)
particle-based inference
(1)
stochastic convex optimization
(1)
phase retrieval
(1)
streaming algorithm
(1)
convergence rate
(1)
stochastic gradient
(1)
Papers
Diffusion Models are Secretly Exchangeable: Parallelizing DDPMs via Auto Speculation
ICML 2025
Near-Optimal Streaming Heavy-Tailed Statistical Estimation with Clipped SGD
NIPS 2024
Utilising the CLT Structure in Stochastic Gradient based Sampling : Improved Analysis and Faster Algorithms
COLT 2023
Near Optimal Heteroscedastic Regression with Symbiotic Learning
COLT 2023
Provably Fast Finite Particle Variants of SVGD via Virtual Particle Stochastic Approximation
NIPS 2023
Sampling without Replacement Leads to Faster Rates in Finite-Sum Minimax Optimization
NIPS 2022
Jointly Trained Image and Video Generation using Residual Vectors
WACV 2020