Christian Naesseth
6 papers · 2015–2023 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (8) π£ Hot Topic Early Bird
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Cross-Pollinator
(12)
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Interdisciplinary Bridge
π
Trend Setter
Conferences
AISTATS (2)
ICML (2)
NIPS (2)
Top co-authors
Keywords
sequential monte carlo
(4)
variational inference
(4)
bayesian inference
(3)
markov chain monte carlo
(3)
stochastic gradient
(2)
kullback-leibler divergence
(1)
state estimation
(1)
variance reduction
(1)
protein design
(1)
stochastic volatility
(1)
posterior approximation
(1)
particle markov chain monte carlo
(1)
probabilistic model
(1)
state space model
(1)
diffusion model
(1)
reparameterization gradient
(1)
molecular design
(1)
sampling method
(1)
conditional sampling
(1)
acceptance-rejection sampling
(1)
Papers
Practical and Asymptotically Exact Conditional Sampling in Diffusion Models
NIPS 2023
Markovian Score Climbing: Variational Inference with KL(p||q)
NIPS 2020
Variational Sequential Monte Carlo
AISTATS 2018
Reparameterization Gradients through Acceptance-Rejection Sampling Algorithms
AISTATS 2017
Interacting Particle Markov Chain Monte Carlo
ICML 2016
Nested Sequential Monte Carlo Methods
ICML 2015