Siddharth Narayanan

Adaptive Homepage Personalisation at Scale Using Contextual Bandits

Homepage personalisation is a core challenge for large-scale media platforms. A homepage is not only a recommendation surface; it is a continuously changing product interface where multiple editorial, programmatic, and algorithmic modules compete for user attention. Static layouts and offline-trained ranking systems pr...