GPS++: Reviving the Art of Message Passing for Molecular Property Prediction.
Dominic MastersJosef DeanKerstin KlaserZhiyi LiSam Maddrell-ManderAdam SandersHatem HelalDeniz BekerAndrew W. FitzgibbonShenyang HuangLadislav RampásekDominique BeainiPublished in: CoRR (2023)
Keyphrases
- message passing
- belief propagation
- distributed systems
- probabilistic inference
- factor graphs
- shared memory
- approximate inference
- inference in graphical models
- sum product algorithm
- distributed shared memory
- graphical models
- markov random field
- image processing
- linear programming
- three dimensional
- loopy belief propagation
- matrix multiplication
- ldpc codes
- computer vision