TexShape: Information Theoretic Sentence Embedding for Language Models

no code implementations • 5 Feb 2024 • H. Kaan Kale, Homa Esfahanizadeh, Noel Elias, Oguzhan Baser, Muriel Medard, Sriram Vishwanath

With the exponential growth in data volume and the emergence of data-intensive applications, particularly in the field of machine learning, concerns related to resource utilization, privacy, and fairness have become paramount.

Data Compression Fairness +4