Probing with Noise: Unpicking the Warp and Weft of Embeddings.
Filip KlubickaJohn D. KelleherPublished in: BlackboxNLP@EMNLP (2022)
Keyphrases
- signal to noise ratio
- noise model
- noisy data
- noise level
- missing data
- euclidean space
- image noise
- additive noise
- gaussian noise
- vector space
- manifold learning
- measurement noise
- real time
- noise free
- noise reduction
- high dimensional data
- low dimensional
- dimensionality reduction
- nearest neighbor
- information systems
- computer vision
- data sets