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Arnaud Doucet — most-cited papers & profile · Recommender Systems
← authors
·
overview
Arnaud Doucet
28
papers ·
123
citations ·
65
h-index
Google (United States) · University of Oxford · Google DeepMind (United Kingdom) · Google (United Kingdom) · Oxford BioMedica (United Kingdom) · Science Oxford
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Most-cited papers
Riemannian Score-Based Generative Modelling
2022 · 22 citations
Continuous diffusion for categorical data
2022 · 21 citations
Reinforced Self-Training (ReST) for Language Modeling
2023 · 18 citations
Monte Carlo Variational Auto-Encoders
2021 · 10 citations
Modular Meta-Learning with Shrinkage
2019 · 8 citations
Learning Deep Features in Instrumental Variable Regression
2020 · 6 citations
Hamiltonian Variational Auto-Encoder
2018 · 5 citations
Variational Inference with Continuously-Indexed Normalizing Flows
2020 · 5 citations
Conditional Simulation Using Diffusion Schrödinger Bridges
2022 · 4 citations
Simplified and Generalized Masked Diffusion for Discrete Data
2024 · 3 citations
On Instrumental Variable Regression for Deep Offline Policy Evaluation
2021 · 3 citations
Score-Based Diffusion meets Annealed Importance Sampling
2022 · 3 citations
Denoising Diffusion Samplers
2023 · 3 citations
Error Bounds for Flow Matching Methods
2023 · 3 citations
Unbiased Gradient Estimation for Variational Auto-Encoders using Coupled Markov Chains
2020 · 2 citations
Topics
Diffusion Models
Training & Sampling
Offline RL
cs.IT
math.IT
eess.SP
Model-Based RL
Conditioning & Control
GANs
Chemistry