conftrace_

model compilation

9 papers

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Co-occurring keywords

bayesian network (378) graphical model (864) probabilistic graphical model (226) inference algorithm (49) tractable inference (32) probabilistic inference (312) compiler optimization (29) tensor program (7) tensor program optimization (3) tensor computation (6)

Papers

A Compression-Compilation Framework for On-mobile Real-time BERT Applications IJCAI 2021
Weighted model counting with conditional weights for Bayesian networks UAI 2021
On the Relationship Between Probabilistic Circuits and Determinantal Point Processes UAI 2020
A Tensor Compiler for Unified Machine Learning Prediction Serving OSDI 2020
AdaTune: Adaptive Tensor Program Compilation Made Efficient NIPS 2020
Sum-Product Network Decompilation PGM 2020
Compiling Bayesian Network Classifiers into Decision Graphs AAAI 2019
Compiling Model Representations for Querying Large ABoxes in Expressive DLs IJCAI 2018
Augur: Data-Parallel Probabilistic Modeling NIPS 2014