Michalis K. Titsias

Identifiers

• name variant Michalis K. Titsias 0.60 · backfill

Papers (19)

1. Variational Learning for Insertion-based Generation cs.LG · 2026 · author #6
2. A Contrastive Divergence for Combining Variational Inference and MCMC stat.ML · 2019 · author #2
3. Bayesian Transfer Reinforcement Learning with Prior Knowledge Rules cs.LG · 2018 · author #1
4. Unbiased Implicit Variational Inference stat.ML · 2018 · author #1
5. Fully Scalable Gaussian Processes using Subspace Inducing Inputs stat.ML · 2018 · author #3
6. Augment and Reduce: Stochastic Inference for Large Categorical Distributions stat.ML · 2018 · author #2
7. Learning Model Reparametrizations: Implicit Variational Inference by Fitting MCMC distributions stat.ML · 2017 · author #1
8. Bayesian Boolean Matrix Factorisation stat.ML · 2017 · author #3
9. Auxiliary gradient-based sampling algorithms stat.ML · 2016 · author #1
10. The Generalized Reparameterization Gradient stat.ML · 2016 · author #2
11. One-vs-Each Approximation to Softmax for Scalable Estimation of Probabilities stat.ML · 2016 · author #1
12. Overdispersed Black-Box Variational Inference stat.ML · 2016 · author #2
13. Inference for determinantal point processes without spectral knowledge stat.CO · 2015 · author #2
14. The Hamming Ball Sampler stat.ME · 2015 · author #1
15. Local Expectation Gradients for Doubly Stochastic Variational Inference stat.ML · 2015 · author #1
16. Variational Inference for Uncertainty on the Inputs of Gaussian Process Models stat.ML · 2014 · author #2
17. Statistical Inference in Hidden Markov Models using $k$-segment Constraints stat.ME · 2013 · author #1
18. Variational Gaussian Process Dynamical Systems stat.ML · 2011 · author #2
19. Variational Inducing Kernels for Sparse Convolved Multiple Output Gaussian Processes stat.ML · 2009 · author #3

Mentions

• 1702.06166 #3 · arxiv_oai · confidence 0.70 Michalis K. Titsias
• 1507.01154 #2 · backfill · confidence 0.70 Michalis K. Titsias
• 1504.08133 #1 · backfill · confidence 0.70 Michalis K. Titsias
• 1503.01494 #1 · backfill · confidence 0.70 Michalis K. Titsias
• 2606.02133 #6 · arxiv_oai · confidence 0.70 Michalis K. Titsias
• 1409.2287 #2 · backfill · confidence 0.70 Michalis K. Titsias
• 1311.1189 #1 · backfill · confidence 0.70 Michalis K. Titsias
• 1107.4985 #2 · backfill · confidence 0.70 Michalis K. Titsias
• 0912.3268 #3 · backfill · confidence 0.70 Michalis K. Titsias

Frequent Coauthors

• Francisco J. R. Ruiz 5 shared papers
• Christopher Yau 3 shared papers
• David M. Blei 3 shared papers
• Neil D. Lawrence 3 shared papers
• Andreas C. Damianou 2 shared papers
• Adji B. Dieng 1 shared papers
• Aristeidis Panos 1 shared papers
• Arthur Gretton 1 shared papers
• Chris C. Holmes 1 shared papers
• Christopher C. Holmes 1 shared papers
• David Luengo 1 shared papers
• David van Dijk 1 shared papers
• Jiaxin Shi 1 shared papers
• Mauricio A. \'Alvarez 1 shared papers
• Omiros Papaspiliopoulos 1 shared papers
• Petros Dellaportas 1 shared papers
• R\'emi Bardenet 1 shared papers
• Rex Ying 1 shared papers
• Sotirios Nikoloutsopoulos 1 shared papers
• Tammo Rukat 1 shared papers