Stephan Mandt

PROFILE

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Publication record
10 papers · 1,088 citations · H-index 7

PAPERS

Calibrated Test-Time Guidance for Bayesian Inference
20260 citationsauthor #6
Stochastic Gradient Descent as Approximate Bayesian Inference
2017686 citationsauthor #1
Exponential Family Embeddings
2016109 citationsauthor #3
A Variational Analysis of Stochastic Gradient Algorithms
2016171 citationsauthor #1
Continuous-Time Limit of Stochastic Gradient Descent Revisited
201531 citationsauthor #1
Multicanonical Stochastic Variational Inference
20141 citationsauthor #1
Smoothed Gradients for Stochastic Variational Inference
201429 citationsauthor #1
Probit Regression with Correlated Label Noise : An EM-EP approach
20141 citationsauthor #1
Variational Tempering
201459 citationsauthor #1
Deterministic Annealing for Stochastic Variational Inference
20147 citationsauthor #2

TIMELINE

2014 97 citations

2015 31 citations

2016 280 citations

2017 686 citations

2026 0 citations

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