Many online platforms, ranging from online retail stores to social media platforms, employ
algorithms to optimize their offered assortment of items (eg, products and contents). These …

In the modern world, our cities and societies face several technological and societal
challenges, such as rapid urbanization, global warming & climate change, the digital divide …

Anthropomorphic social bots are engineered to emulate human verbal communication and
generate toxic or inflammatory content across social networking services (SNSs). Bot …

Using artificial intelligence (AI) systems for informing high-stakes decisions has become
increasingly pervasive in a variety of domains, including but not limited to hiring, lending, or …

Abstract Information is an orchestrating component in many operational settings, from supply
chains to online platforms to decision-making algorithms. For example, online marketplaces …

In supervised machine learning, empirical risk minimization is the dominant paradigm for
learning from data. Therein, one learns to predict by minimizing a surrogate loss function L …