1 citations · 1 across the 9 of their papers we have counts for
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Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits
Briti Gangopadhyay, Zhao Wang, Alberto Silvio Chiappa +1
Effective budget allocation is crucial for optimizing the performance of digital advertising campaigns. However, the development of practical budget allocation algorithms remain li…
Auto-bidding in real-time auctions via Oracle Imitation Learning (OIL)
Alberto Silvio Chiappa, Briti Gangopadhyay, Zhao Wang +1
Online advertising has become one of the most successful business models of the internet era. Impression opportunities are typically allocated through real-time auctions, where adv…
Integrating Domain Knowledge for handling Limited Data in Offline RL
Briti Gangopadhyay, Zhao Wang, Jia-Fong Yeh +1
With the ability to learn from static datasets, Offline Reinforcement Learning (RL) emerges as a compelling avenue for real-world applications. However, state-of-the-art offline RL…