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1
Kernel-nased just-in-time learning for passing expectation propagation messages
Published 2015“…Association for Uncertainty in Artificial Intelligence…”
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2
Revisiting reweighted wake-sleep for models with stochastic control flow
Published 2019“…Association for Uncertainty in Artificial Intelligence…”
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3
Nesting probabilistic programs
Published 2018“…Association for Uncertainty in Artificial Intelligence…”
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4
Interpreting lion behaviour with nonparametric probabilistic programs
Published 2017“…Association for Uncertainty in Artificial Intelligence…”
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5
Feature-to-feature regression for a two-step conditional independence test
Published 2017“…Association for Uncertainty in Artificial Intelligence…”
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6
Counting Markov equivalence classes by number of immoralities
Published 2020“…Association for Uncertainty in Artificial Intelligence (AUAI)…”
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7
Unsupervised learning of latent physical properties using perception-prediction networks
Published 2020“…Association For Uncertainty in Artificial Intelligence (AUAI)…”
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8
The Infinite Latent Events Model
Published 2012“…Association for Uncertainty in Artificial Intelligence Press…”
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9
The Hierarchical Dirichlet Process Hidden Semi-Markov Model
Published 2013“…Association for Uncertainty in Artificial Intelligence (AUAI)…”
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10
Parallel Gaussian Process Regression with Low-Rank Covariance Matrix Approximations
Published 2014“…Association for Uncertainty in Artificial Intelligence Press…”
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11
Decentralized Data Fusion and Active Sensing with Mobile Sensors for Modeling and Predicting Spatiotemporal Traffic Phenomena
Published 2014“…Association for Uncertainty in Artificial Intelligence (AUAI)…”
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12
Inverse Covariance Estimation for High-Dimensional Data in Linear Time and Space: Spectral Methods for Riccati and Sparse Models
Published 2014“…Association for Uncertainty in Artificial Intelligence (AUAI)…”
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13
Approximate Decentralized Bayesian Inference
Published 2014“…Association for Uncertainty in Artificial Intelligence Press…”
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14
Batch-iFDD for representation expansion in large MDPs
Published 2015“…Association for Uncertainty in Artificial Intelligence (AUAI)…”
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15
The Mondrian kernel
Published 2016“…Association for Uncertainty in Artificial Intelligence Press…”
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16
Causal bounds and instruments
Published 2007“…Association for Uncertainty in Artificial Intelligence (AUAI) Press…”
Journal article