Catalytic Role Of Noise And Necessity Of Inductive Biases In The Emergence Of Compositional Communication.
Lukasz KucinskiTomasz KorbakPawel KolodziejPiotr MilosPublished in: NeurIPS (2021)
Keyphrases
- random noise
- missing data
- machine learning
- mutual understanding
- inductive learning
- noise level
- communication systems
- image noise
- noise sensitivity
- signal to noise ratio
- noise reduction
- information systems
- communication cost
- inductive inference
- social networks
- neural network
- input data
- inductive reasoning
- inductive bias
- communication overhead
- noise free
- noise model
- additive noise
- noisy data
- computer networks
- information sharing