SelectedWorks Author Gallery
Click on the thumbnails below to view faculty publication pages. Click here to view a gallery of all faculty publications pages at University of Massachusetts - Amherst.
Event-based Information Organization
Mathematical theory of learning and planning in stochastic sequential decision problems
Methods for scaling-up reinforcement learning methods
Programming languages, memory management (including garbage collection), operating systems, runtime systems, concurrency and multicore systems.
Software verification, testing, and analysis; software architecture and desig
Mobile and Pervasive Computing
Institutional and Organization Theories
Institutional Change and Government Reform
Computer system security and privacy
RFID security & privacy
Wireless sensor networks, Distributed sensor data management, Low-power networked embedded systems, Pervasive computing, Wireless and mobile computing, Computer networks, Distributed systems.
Logic in Computer Science
Knowledge Discovery and Data Mining
Computer graphics: three-dimensional content analysis and synthesis, probabilistic graphical models for shape understanding, machine learning for computer graphics, 3D modeling, geometry processing, artistic rendering. Computer vision: scanning and reconstruction of 3D shapes and scenes, probabilistic graphical models for image understanding.
Real time, multimedia communication, operating systems support
Current research interests include network protocols and architecture, network measurement, sensor networks, multimedia communication, and modeling and performance evaluation.
Multimedia indexing and retrieval
Image and video retrieval
Knowledge discovery from text
Theoretical computer science
Database research with an emphasis on privacy and security
Performance measurement and optimization
Complex Dynamical Systems
Internet-scale Distributed Systems
Content Delivery Networks
Mobile and Wireless Networking
Computational Social Science
Machine Learning Analysis of Structured and Unstructured Data
Photorealistic Image Synthesis
Artificial intelligence, planning under uncertainty, decision theory, autonomous agents, multi-agent systems, coordination, models of bounded-rationality, resource-bounded reasoning, anytime algorithms, metacognition, heuristic search, combinatorial optimization, reinforcement learning.