Michalis K. Titsias
15 papers · 2007–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (6)
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Trend Setter
π
Century Club
(15)
π₯
Unstoppable
(6)
ποΈ
Keyword Collector
(75)
Conferences
NIPS (9)
UAI (2)
AISTATS (1)
ICLR (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
variational inference
(5)
markov chain monte carlo
(5)
gaussian process
(4)
variational autoencoder
(3)
bayesian inference
(2)
latent variable model
(2)
probabilistic model
(2)
dimensionality reduction
(2)
posterior inference
(2)
reinforcement learning
(1)
nonparametric bayesian
(1)
bayesian nonparametrics
(1)
langevin dynamics
(1)
unsupervised learning
(1)
few-shot learning
(1)
multi-task learning
(1)
stochastic gradient
(1)
gradient estimation
(1)
posterior sampling
(1)
zero-shot learning
(1)
Papers
Simplified and Generalized Masked Diffusion for Discrete Data
NIPS 2024
Non-Stationary Learning of Neural Networks with Automatic Soft Parameter Reset
NIPS 2024
Optimal Preconditioning and Fisher Adaptive Langevin Sampling
NIPS 2023
Gradient Estimation with Discrete Stein Operators
NIPS 2022
Information theoretic meta learning with Gaussian processes
UAI 2021
Entropy-based adaptive Hamiltonian Monte Carlo
NIPS 2021
Unbiased gradient estimation for variational auto-encoders using coupled Markov chains
UAI 2021
Functional Regularisation for Continual Learning with Gaussian Processes
ICLR 2020
Unbiased Implicit Variational Inference
AISTATS 2019
Bayesian Boolean Matrix Factorisation
ICML 2017
Variational Inference for Latent Variables and Uncertain Inputs in Gaussian Processes
JMLR 2016
Spike and Slab Variational Inference for Multi-Task and Multiple Kernel Learning
NIPS 2011
Variational Gaussian Process Dynamical Systems
NIPS 2011
Efficient Sampling for Gaussian Process Inference using Control Variables
NIPS 2008
The Infinite Gamma-Poisson Feature Model
NIPS 2007