Aniket Das
7 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
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Conference Pioneer
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Keyword Collector
(54)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory
(5)
Mathematics & Optimization
(4)
Optimization
(3)
Deep Learning
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Models
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Core Methods
(1)
Generation
(1)
Learning Types
(1)
Probability
(1)
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)
alternating minimization
(1)
particle-based inference
(1)
stochastic convex optimization
(1)
phase retrieval
(1)
diffusion model
(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
NeurIPS 2024
Near Optimal Heteroscedastic Regression with Symbiotic Learning
COLT 2023
Provably Fast Finite Particle Variants of SVGD via Virtual Particle Stochastic Approximation
NeurIPS 2023
Utilising the CLT Structure in Stochastic Gradient based Sampling : Improved Analysis and Faster Algorithms
COLT 2023
Sampling without Replacement Leads to Faster Rates in Finite-Sum Minimax Optimization
NeurIPS 2022
Jointly Trained Image and Video Generation using Residual Vectors
WACV 2020