Director of Artificial Intelligence Laboratory, EPFL, President of Swiss AI Society. Software agents, constraint-based reasoning, case-based reasoning.
Harvard University. Statistical and computational elements for the analysis of complex graphs and interacting dynamical systems, including yeast molecular biology and social networks. Overview of publications and activities.
Carnegie Mellon. Euclidean, differential or algebraic geometrical intuitions underlying statistical models and algorithms. Discrete mathematics and sequential models. Applications to textual data, biological sequences, communication networks and privacy.
University of North Carolina at Greensboro. Intelligent multimedia presentation systems, argumentation models, automatic generation of textual summaries of graphs, interactive narrative, conversation agents, user modeling.
University of Pittsburgh. Spoken dialogue for intelligent tutoring systems, reinforcement learning for optimizing spoken dialogue agents, prosodic analysis of misrecognitions and corrections, plan recognition.