A Poincaré Inequality and Consistency Results for Signal Sampling on Large Graphs.
Thien LeLuana RuizStefanie JegelkaPublished in: ICLR (2024)
Keyphrases
- compressive sampling
- signal processing
- compressive sensing
- random sampling
- graph representation
- original signal
- sampled data
- graph theoretic
- directed graph
- high frequency
- graph matching
- graph mining
- non stationary
- frequency domain
- signal detection
- uniform random
- sampling methods
- bipartite graph
- band limited
- subgraph isomorphism
- monte carlo
- finite dimensional
- radio frequency
- graph kernels
- image processing
- spanning tree
- graph model
- graph structure