De facto

Computer network

Data mining

Macroeconomics

Raw data

Political science

Artificial intelligence

Economics

Programming language

Leakage (economics)

Information leakage

Computer science

Theoretical computer science

Embedding

Data modeling

Database

Embeddings are functions that map raw input data to low-dimensional vector representations, while preserving important semantic information about the inputs. Pre-training embeddings on a large amount of unlabeled data and fine-tuning them for downstream tasks is now a de facto standard in achieving state of the art learning in many domains.

Information Leakage in Embedding Models