Christian A. Naesseth
12 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π§ Keyword Pioneer π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19) π Cross-Pollinator (13)
π
Century Club
(12)
β‘
Prolific Year
(5)
Conferences
NIPS (5)
ICML (3)
AISTATS (2)
UAI (2)
Top co-authors
Keywords
variational inference
(4)
diffusion model
(2)
generative model
(2)
approximate inference
(1)
graph generation
(1)
flow matching
(1)
bayesian inference
(1)
markov chain monte carlo
(1)
importance sampling
(1)
sequential monte carlo
(1)
likelihood estimation
(1)
posterior probability
(1)
phylogenetic inference
(1)
3d generation
(1)
computational efficiency
(1)
conformal prediction
(1)
trust region
(1)
molecule generation
(1)
inference acceleration
(1)
generative modeling
(1)
Papers
On Continuous Monitoring of Risk Violations under Unknown Shift
UAI 2025
Variational Combinatorial Sequential Monte Carlo for Bayesian Phylogenetics in Hyperbolic Space
AISTATS 2025
Max-Rank: Efficient Multiple Testing for Conformal Prediction
AISTATS 2025
SDE Matching: Scalable and Simulation-Free Training of Latent Stochastic Differential Equations
ICML 2025
Controlled Generation with Equivariant Variational Flow Matching
ICML 2025
Equivariant Neural Diffusion for Molecule Generation
NIPS 2024
Variational Flow Matching for Graph Generation
NIPS 2024
Neural Diffusion Models
ICML 2024
VISA: Variational Inference with Sequential Sample-Average Approximations
NIPS 2024
Neural Flow Diffusion Models: Learnable Forward Process for Improved Diffusion Modelling
NIPS 2024
Fast yet Safe: Early-Exiting with Risk Control
NIPS 2024
variational combinatorial sequential monte carlo methods for bayesian phylogenetic inference
UAI 2021