George Papamakarios
10 papers · 2016–2023 · 5 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🏃 Academic Marathon (7)
🐝
Cross-Pollinator
(13)
🗺️
Taxonomy Completionist
(18)
💎
Century Club
(10)
Conferences
ICML (4)
NIPS (3)
AISTATS (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
normalizing flow
(4)
likelihood-free inference
(3)
variational inference
(3)
simulator model
(2)
approximate bayesian computation
(2)
generative model
(2)
posterior distribution
(2)
markov chain monte carlo
(1)
density ratio estimation
(1)
posterior inference
(1)
posterior estimation
(1)
score matching
(1)
autoregressive model
(1)
simulation-based inference
(1)
sequential inference
(1)
monte carlo method
(1)
conditional density estimation
(1)
spherical geometry
(1)
lipchitz constant
(1)
autoregressive flow
(1)
Papers
Compositional Score Modeling for Simulation-Based Inference
ICML 2023
The Lipschitz Constant of Self-Attention
ICML 2021
Normalizing Flows for Probabilistic Modeling and Inference
JMLR 2021
On Contrastive Learning for Likelihood-free Inference
ICML 2020
Normalizing Flows on Tori and Spheres
ICML 2020
Sequential Neural Likelihood: Fast Likelihood-free Inference with Autoregressive Flows
AISTATS 2019
Neural Spline Flows
NIPS 2019
Temporal Difference Variational Auto-Encoder
ICLR 2019
Masked Autoregressive Flow for Density Estimation
NIPS 2017
Fast ε-free Inference of Simulation Models with Bayesian Conditional Density Estimation
NIPS 2016