GPS++: Reviving the Art of Message Passing for Molecular Property Prediction.
Dominic MastersJosef DeanKerstin KläserZhiyi LiSamuel Maddrell-ManderAdam SandersHatem HelalDeniz BekerAndrew W. FitzgibbonShenyang HuangLadislav RampásekDominique BeainiPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- message passing
- belief propagation
- factor graphs
- distributed systems
- probabilistic inference
- inference in graphical models
- sum product algorithm
- markov random field
- shared memory
- approximate inference
- matrix multiplication
- three dimensional
- computer vision
- message passing interface
- ldpc codes
- sum product
- distributed shared memory
- junction tree
- stereo matching
- graphical models
- exact inference
- higher order
- preprocessing
- image processing