Christian Naesseth
6 papers · 2015–2023 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
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
NeurIPS 2023
Markovian Score Climbing: Variational Inference with KL(p||q)
NeurIPS 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