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192 Results
Poster
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Wed 10:45 |
Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models Shanshan Wu · Sujay Sanghavi · Alex Dimakis |
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Poster
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Wed 10:45 |
Smoothing Structured Decomposable Circuits Andy Shih · Guy Van den Broeck · Paul Beame · Antoine Amarilli |
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Poster
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Thu 17:00 |
Graph Structured Prediction Energy Networks Colin Graber · Alex Schwing |
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Poster
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Wed 10:45 |
Direct Estimation of Differential Functional Graphical Models Boxin Zhao · Y. Samuel Wang · Mladen Kolar |
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Poster
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Tue 10:45 |
Differentially Private Bayesian Linear Regression Garrett Bernstein · Daniel Sheldon |
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Poster
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Wed 17:00 |
Stein Variational Gradient Descent With Matrix-Valued Kernels Dilin Wang · Ziyang Tang · Chandrajit Bajaj · Qiang Liu |
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Poster
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Tue 10:45 |
Identification of Conditional Causal Effects under Markov Equivalence Amin Jaber · Jiji Zhang · Elias Bareinboim |
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Poster
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Tue 10:45 |
Globally optimal score-based learning of directed acyclic graphs in high-dimensions Bryon Aragam · Arash Amini · Qing Zhou |
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Poster
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Wed 10:45 |
Fast Convergence of Belief Propagation to Global Optima: Beyond Correlation Decay Frederic Koehler |
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Poster
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Wed 10:45 |
Counting the Optimal Solutions in Graphical Models Radu Marinescu · Rina Dechter |
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Poster
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Wed 17:00 |
Structured Variational Inference in Continuous Cox Process Models Virginia Aglietti · Edwin Bonilla · Theodoros Damoulas · Sally Cripps |
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Poster
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Wed 10:45 |
Deep Generative Video Compression Salvator Lombardo · JUN HAN · Christopher Schroers · Stephan Mandt |