Jimmy Olsson
8 papers · 2010–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12) 🏃 Academic Marathon (15)
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Hot Topic Early Bird
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Conference Pioneer
Conferences
ICML (3)
AISTATS (2)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
hidden markov model
(2)
bayesian inference
(1)
posterior sampling
(1)
markov chain monte carlo
(1)
state estimation
(1)
particle filter
(1)
variance reduction
(1)
stochastic approximation
(1)
approximation error
(1)
mixture of expert
(1)
denoising diffusion model
(1)
bayesian inverse problem
(1)
bias reduction
(1)
proposal kernel
(1)
monte carlo method
(1)
particle gibb
(1)
smoothing algorithm
(1)
variational inference
(1)
self-normalized importance sampling
(1)
Papers
A Mixture-Based Framework for Guiding Diffusion Models
ICML 2025
Recursive Learning of Asymptotic Variational Objectives
AISTATS 2025
Variational Diffusion Posterior Sampling with Midpoint Guidance
ICLR 2025
Online Variational Sequential Monte Carlo
ICML 2024
Divide-and-Conquer Posterior Sampling for Denoising Diffusion priors
NIPS 2024
State and parameter learning with PARIS particle Gibbs
ICML 2023
BR-SNIS: Bias Reduced Self-Normalized Importance Sampling
NIPS 2022
Approximation of hidden Markov models by mixtures of experts with application to particle filtering
AISTATS 2010