Efficient Computation of Higher-Order Subgraph Attribution via Message Passing.
Ping XiongThomas SchnakeGrégoire MontavonKlaus-Robert MüllerShinichi NakajimaPublished in: ICML (2022)
Keyphrases
- efficient computation
- message passing
- higher order
- markov random field
- belief propagation
- pairwise
- distributed systems
- computational efficiency
- factor graphs
- approximate inference
- shared memory
- inference in graphical models
- conditional random fields
- np hard
- distributed shared memory
- sum product algorithm
- energy function
- sum product
- data sets
- lower bound
- graph cuts
- graphical models
- collaborative filtering
- three dimensional
- image segmentation