Ayman Boustati
4 papers · 2020–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(3)
Optimization & Theory · Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Models
(2)
Mathematics & Optimization
(1)
Speech & Audio
(1)
Mathematics
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Synthesis
(1)
Keywords
control variate
(2)
variational inference
(2)
bayesian inference
(1)
particle filtering
(1)
monte carlo estimation
(1)
sequential monte carlo
(1)
gaussian process regression
(1)
robust inference
(1)
variance reduction
(1)
bayesian filtering
(1)
hidden markov model
(1)
score function
(1)
state space model
(1)
gradient estimator
(1)
text-to-speech synthesis
(1)
recognition network
(1)
deep gaussian process
(1)
end-to-end model
(1)
speech generation
(1)
prosody transfer
(1)
Papers
eCat: An End-to-End Model for Multi-Speaker TTS & Many-to-Many Fine-Grained Prosody Transfer
Interspeech 2023
Amortized variance reduction for doubly stochastic objective
UAI 2020
Generalised Bayesian Filtering via Sequential Monte Carlo
NeurIPS 2020
VarGrad: A Low-Variance Gradient Estimator for Variational Inference
NeurIPS 2020