Algorithms
Developing efficient algorithms that power faster, smarter, and more reliable computing across diverse applications.
Fairness in Machine Learning
Machine learning is increasingly being adopted by various domains: governments, credit, recruiting, advertising, and many others. Fairness and equality are critical aspects, especially in light of anti-discriminatory laws in these domains. Opaque machine learning models:…
Network Pricing: How to Induce Optimal Flows Under Strategic Link Operators
Network pricing games provide a framework for modeling real-world settings with two types of strategic agents: users of the network and owners (operators) of the network. Owners of the network post a price for usage…
Computational Pragmatics
Defining pragmatics has not been easy. We discuss the major themes that have been dealt with in the field: The macro perspective: Speech Act Theory The micro perspective: Cooperative Principles and Implicature Merging the macro…
