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Michalis K. Titsias — most-cited papers & profile · Generative Models
← authors
·
overview
Michalis K. Titsias
12
papers ·
167
citations ·
25
h-index
Google (United States) · Google DeepMind (United Kingdom)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Prescribed Generative Adversarial Networks
2019 · 47 citations
The Generalized Reparameterization Gradient
2016 · 27 citations
Unbiased Implicit Variational Inference
2018 · 25 citations
A Contrastive Divergence for Combining Variational Inference and MCMC
2019 · 24 citations
Overdispersed Black-Box Variational Inference
2016 · 16 citations
Learning Model Reparametrizations: Implicit Variational Inference by Fitting MCMC distributions
2017 · 16 citations
Sparse Orthogonal Variational Inference for Gaussian Processes
2019 · 6 citations
Unbiased Gradient Estimation for Variational Auto-Encoders using Coupled Markov Chains
2020 · 2 citations
Double Control Variates for Gradient Estimation in Discrete Latent Variable Models
2021 · 1 citations
New Bounds for Sparse Variational Gaussian Processes
2025
Top co-authors
Francisco J. R. Ruiz
· 6
David M. Blei
· 3
Jiaxin Shi
· 2
Adji B. Dieng
· 1
Andriy Mnih
· 1
Arnaud Doucet
· 1
Taylan Cemgil
· 1
Topics
stat.AP
stat.ML
cs.NA
math.ST
cs.IT
eess.SP
GANs
Training & Sampling