Arnaud Doucet
72 papers
· 2007–2025
· 10 conferences
· across top CS/AI conferences
Achievements
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(13)
🏃
Academic Marathon
(18)
🌈
Renaissance Researcher
(5)
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(10)
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
🌟
Keyword Trendsetter Combo
(8)
🏠
Conference Loyalist
(26)
🤝
Dynamic Duo
(16)
👑
Triple Crown
🌱
Topic Pioneer
🔬
Deep Specialist
(20)
🏆
Keyword Champion
(9)
🗃️
Keyword Collector
(82)
💎
Century Club
(72)
📈
Trend Setter
⚡
Prolific Year
(12)
🔥
Unstoppable
(12)
Conferences
NIPS (26)
ICML (19)
AISTATS (7)
JMLR (6)
ICLR (5)
UAI (4)
ALT (2)
COLT (1)
CORL (1)
RSS (1)
Top co-authors
Keywords
markov chain monte carlo
(17)
variational inference
(11)
diffusion model
(9)
sequential monte carlo
(7)
generative model
(7)
bayesian inference
(7)
particle filter
(7)
optimal transport
(5)
latent variable model
(5)
normalizing flow
(5)
variational autoencoder
(4)
importance sampling
(4)
state-space model
(4)
annealed importance sampling
(4)
marginal likelihood
(4)
posterior distribution
(3)
schrödinger bridge
(3)
generalization bound
(3)
density estimation
(3)
evidence lower bound
(3)
Papers
Score-Optimal Diffusion Schedules
NIPS 2024
Particle Denoising Diffusion Sampler
ICML 2024
Diffusion Schrödinger Bridge Matching
NIPS 2023
Denoising Diffusion Samplers
ICLR 2023
Learning Optimal Conformal Classifiers
ICLR 2022
Importance Weighted Kernel Bayes’ Rule
ICML 2022
Conditionally Gaussian PAC-Bayes
AISTATS 2022
Generative Models as Distributions of Functions
AISTATS 2022
On PAC-Bayesian reconstruction guarantees for VAEs
AISTATS 2022
Chained generalisation bounds
COLT 2022
Stable ResNet
AISTATS 2021
Robust Pruning at Initialization
ICLR 2021
Annealed Flow Transport Monte Carlo
ICML 2021
Monte Carlo Variational Auto-Encoders
ICML 2021
Modular Meta-Learning with Shrinkage
NIPS 2020
Augmented Neural ODEs
NIPS 2019
Bernoulli Race Particle Filters
AISTATS 2019
Hamiltonian Variational Auto-Encoder
NIPS 2018
Filtering Variational Objectives
NIPS 2017
Expectation Particle Belief Propagation
NIPS 2015