Browsing Computer Science and Automation (CSA) by Subject "Active Learning"

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Model Extraction and Active Learning

Shukla, Aditya

Machine learning models are increasingly being offered as a service by big companies such as Google, Microsoft and Amazon. They use Machine Learning as a Service (MLaaS) to expose these machine learning models to the ...
Sequential Decision Making with Risk, Offline Data and External Influence: Bandits and Reinforcement Learning

Ayyagari, Ranga Shaarad

Reinforcement Learning (RL) serves as a foundational framework for addressing sequential decision-making problems under uncertainty. In recent years, extensive research in this domain has led to significant advancements ...