conftrace_

exact inference

64 papers

Explore in graph

Co-occurring keywords

graphical model (864) probabilistic inference (312) probabilistic modeling (852) bayesian network (378) probabilistic graphical model (226) map inference (130) structured prediction (396) structure learning (341) message passing (579) bayesian inference (1907)

Papers

Structured Bayesian Networks: From Inference to Learning with Routes AAAI 2019
Counting the Optimal Solutions in Graphical Models NIPS 2019
Exact Gaussian Processes on a Million Data Points NIPS 2019
On NMT Search Errors and Model Errors: Cat Got Your Tongue? EMNLP 2019
Approximate Knowledge Compilation by Online Collapsed Importance Sampling NIPS 2018
An Empirical Study of Methods for SPN Learning and Inference PGM 2018
Improving Coverage and Runtime Complexity for Exact Inference in Non-Projective Transition-Based Dependency Parsers NAACL 2018
Compact Representation of Uncertainty in Clustering NIPS 2018
Learning in Integer Latent Variable Models with Nested Automatic Differentiation ICML 2018
Exact Inference for Integer Latent-Variable Models ICML 2017
Probabilistic Inference in Hybrid Domains IJCAI 2017
Labeling Gaps Between Words: Recognizing Overlapping Mentions with Mention Separators EMNLP 2017
Weighted Model Integration with Orthogonal Transformations IJCAI 2017
On Relaxing Determinism in Arithmetic Circuits ICML 2017
On Bayesian Network Inference with Simple Propagation PGM 2016
Collapsed Variational Inference for Sum-Product Networks ICML 2016
Exact Inference on Conditional Linear Γ-Gaussian Bayesian Networks PGM 2016
Probabilistic Inference with Generating Functions for Poisson Latent Variable Models NIPS 2016
Parallel Recursive Best-First AND/OR Search for Exact MAP Inference in Graphical Models NIPS 2015
Reified Context Models ICML 2015
Learning Markov Networks With Arithmetic Circuits AISTATS 2013
Discriminative Learning of Sum-Product Networks NIPS 2012
MAP Inference in Chains using Column Generation NIPS 2012
Efficient and Exact MAP-MRF Inference using Branch and Bound AISTATS 2012
Lifted Variable Elimination with Arbitrary Constraints AISTATS 2012