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9,109 authors found
quering by "Variational Inference"
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Showing
the first 25
sort by ONE Index.
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951
One Index
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Welling, Max PhD 0000-0003-1484-2121 |
603 docs (1995 - 2024)
Representation Learning , Equivariant map , Deep Learning , Transfer Learning , Variational Inference |
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949
One Index
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Tavaré, Simon PhD 0000-0002-3716-4952 |
377 docs (1976 - 2024)
Cancer Genomics , Intestinal metaplasia , Tumor Evolution , Coalescent theory , Intratumor Heterogeneity |
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941
One Index
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Chudik, Alexander PhD 0000-0003-0239-1909 |
201 docs (2007 - 2024)
Panel Data Models , Dynamic Panel Data Models , Panel Data Analysis , Government Debt , Impulse response |
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937
One Index
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Zoubin, Ghahramani PhD |
455 docs (1989 - 2024)
Hidden Markov Models , Variational Inference , Semi-Supervised Learning , Gaussian Processes , Nonparametric Methods |
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937
One Index
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Rätsch, Gunnar PhD 0000-0001-5486-8532 |
465 docs (1996 - 2024)
Support Vector Machines , sequence alignment , Cancer Genomics , Representation Learning , genome annotation |
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933
One Index
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Adams, Ryan PhD 0000-0002-5704-6654 |
251 docs (2000 - 2024)
Hyperparameter , Nonparametric Methods , Hyperparameter Optimization , Representation Learning , Robust Learning |
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933
One Index
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Teh, Yee Whye PhD 0000-0001-5365-6933 |
426 docs (1998 - 2024)
Representation Learning , Hidden Markov Models , Nonparametric Bayesian , Deep Learning , Unsupervised Learning |
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929
One Index
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Oduro, Michael Safo 0000-0003-4777-1964 |
17 docs (2022 - 2024)
Biostatistics , Pandemic , Slum , Bernoulli trial , Global health |
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927
One Index
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Lawrence, Neil PhD 0000-0001-9258-1030 |
369 docs (1997 - 2024)
Gaussian Processes , Variational Inference , Nonparametric Methods , Kernel (algebra) , Robust Learning |
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925
One Index
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Deisenroth, Marc PhD 0000-0003-1503-680X |
231 docs (2006 - 2024)
Gaussian Processes , Reinforcement Learning , Nonparametric Methods , Deep Learning , Robust Learning |
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925
One Index
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Airoldi, Edoardo PhD 0000-0002-3512-0542 |
250 docs (2004 - 2024)
Mixed-Effects Models , Stochastic Gradient Descent , Hidden Markov Models , Approximation Algorithms , Randomized experiment |
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922
One Index
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Samworth, Richard PhD 0000-0003-2426-4679 |
177 docs (2003 - 2024)
Model Selection , Robust Estimation , High-Dimensional Data , Density estimation , Sparse Models |
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921
One Index
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Ole Eiler Barndorff‐Nielsen PhD |
494 docs (1961 - 2020)
Volatility Modeling , Realized Volatility , Quadratic variation , Volatility , Realized variance |
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920
One Index
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Fan, Jianqing PhD 0000-0003-3250-7677 |
671 docs (1986 - 2024)
Covariance Estimation , Model Selection , Robust Estimation , Sparse Models , Variable Selection |
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918
One Index
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Mallat, Stephane PhD 0000-0001-5263-8960 |
267 docs (1987 - 2024)
Image Denoising , Sparse Representations , Basis (linear algebra) , Representation (politics) , Sparse Approximation |
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916
One Index
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Marco Del Negro PhD |
181 docs (1998 - 2024)
Stock (firearms) , Vector autoregression , Treasury , Great recession , New Keynesian economics |
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916
One Index
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Raftery, Adrian PhD 0000-0002-6589-301X |
457 docs (1980 - 2024)
Clustering , Mortality Forecasting , Demographic Projections , Mixed-Effects Models , Mixture Models |
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914
One Index
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Bobkov, Sergey PhD 0000-0003-2838-5048 |
224 docs (1984 - 2024)
Central limit theorem , Convex Bodies , Gamma-Ray Astronomy , Generalized Entropies , Sobolev inequality |
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914
One Index
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Hernandez-Lobato, Jose Miguel PhD 0000-0001-7610-949X |
249 docs (2006 - 2024)
Deep Learning , Semi-Supervised Learning , Robust Learning , Representation Learning , Variational Inference |
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913
One Index
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Paninski, Liam PhD 0000-0002-0276-7032 |
279 docs (1998 - 2024)
Neural Synchrony , Sensory Processing , Spike train , Working Memory , Calcium imaging |
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911
One Index
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Suchard, Marc PhD 0000-0001-9818-479X |
611 docs (1990 - 2024)
Phylogenetic Analysis , phylogenetic tree , Pandemic , Phylogenetic Comparative Analysis , Adaptive Evolution |
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910
One Index
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Mandt, Stephan PhD 0000-0001-7836-7839 |
181 docs (2009 - 2024)
Representation Learning , Variational Inference , Deep Learning , Autoencoder , Topic Modeling |
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907
One Index
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Blei, David PhD 0000-0002-5588-4611 |
466 docs (2001 - 2024)
Variational Inference , Topic Modeling , Hidden Markov Models , Representation Learning , Hierarchical Dirichlet process |
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906
One Index
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George, Jacob PhD 0000-0001-8154-8278 |
553 docs (1925 - 2024)
Robust Estimation , Mixed-Effects Models , Gibbs sampling , Allopurinol , Model Selection |
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906
One Index
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Flaxman, Seth PhD 0000-0002-2477-4217 |
294 docs (2009 - 2024)
Pandemic , 2019-20 coronavirus outbreak , Visual Impairment , Kernel (algebra) , Social Distancing |
