Due to the recent availability of large complex networks, considerable analysis has focused on understanding and characterizing the properties of these networks. Scalable generati...
Stephen Mussmann, John Moore, Joseph John Pfeiffer...
This paper overviews the background, goals, past achievements and future directions of our research that aims to build a multivariate conditional anomaly detection framework for t...
The n-gram model has been widely used to capture the local ordering of words, yet its exploding feature space often causes an estimation issue. This paper presents local context s...
Seungyeon Kim, Joonseok Lee, Guy Lebanon, Haesun P...
Argumentative discussion is a highly demanding task. In order to help people in such situations, this paper provides an innovative methodology for developing an agent that can sup...
This paper describes a new information-theoretic policy evaluation technique for reinforcement learning. This technique converts any compression or density model into a correspond...
Joel Veness, Marc G. Bellemare, Marcus Hutter, Alv...
Renewable power sources such as wind and solar are inflexible in their energy production, which requires demand to rapidly follow supply to maintain an energy balance. Promising c...
Frits de Nijs, Matthijs T. J. Spaan, Mathijs de We...
News recommendation has become a big attraction with which major Web search portals retain their users. Contentbased Filtering and Collaborative Filtering are two effective method...
During the Vienna Summer of Logic, the first FLoC Olympic Games were organized, bringing together a dozen competitions related to logic. Here we present the highlights of the Sat...