Computer Science (Certificate)

Research/Areas of Interest: Programming languages, software engineering, security

Research/Areas of Interest: Artificial intelligence, machine learning, reinforcement learning.

Research/Areas of Interest: Data visualization, visual analytics, human-computer interaction, databases, computer graphics

Research/Areas of Interest: cyber security, web engineering

Research/Areas of Interest: data science, software systems engineering, performance analysis, system, network, and data management

Research/Areas of Interest: computational molecular biology, data science, graph algorithms, network science, discrete mathematics

Research/Areas of Interest: design, implementation, and evaluation of different educational technologies

Research/Areas of Interest: Cognition and Psycholinguistics

Research/Areas of Interest: Improving performance and reliability of networked systems, specifically cloud-based systems, mobile and wireless systems, and the Internet. Also, interested in designing technologies for developing regions.

Research/Areas of Interest: low-dimensional geometric topology

Research/Areas of Interest: Machine Learning; Systems Biology; Metabolic Engineering, computer-aided design for integrated circuits

Research/Areas of Interest: Machine learning : probabilistic models, Bayesian inference, variational methods, time-series analysis, semi-supervised learning Clinical informatics : electronic health record analysis

Research/Areas of Interest: human-computer interaction, new interaction modes and techniques, implicit brain-computer interfaces, user interface software

Research/Areas of Interest: computer science education, distributed systems, operating systems, networked systems, software development, secure systems and networking

Research/Areas of Interest: Machine Learning, Data Science, Deep Learning, Generative Models, Time Series, Graph Learning

Research/Areas of Interest: distributed systems, operating systems, World Wide Web

Research/Areas of Interest: data, visualization, language

Research/Areas of Interest: Cloud computing, evolvability, debugging distributed systems.

Research/Areas of Interest: Artificial intelligence, artificial life, cognitive modeling, foundations of cognitive science, human-robot interaction, multi-scale agent-based models, natural language understanding.

Research/Areas of Interest: programming languages, software systems, concurrency, distributed information systems

Research/Areas of Interest: human-robot interaction, accessibility, robotics, human-in-the-loop machine learning, assistive technology Applying human-centered design and disability community values to the development, deployment, and evaluation of AI and machine learning for robotics, including: human-centered human-in-the-loop machine learning; disability-friendly assistive robotics; autonomous HRI in groups, public spaces, and other human-human contexts; and accessibility and disability inclusion in robotics education and the computing research community.

Research/Areas of Interest: Artificial Intelligence, Developmental Robotics, Computational Perception, Robotic Manipulation, Machine Learning, Human-Robot and Human-Computer Interaction

Research/Areas of Interest: data science, algorithms for analysis of biological networks, gene and pathway regulation in human development, algorithms for precision medicine, computational approaches to pharmacogenomics and drug discovery or repositioning

Research/Areas of Interest: computational geometry, design and analysis of algorithms, computational complexity

Research/Areas of Interest: functional languages, compilers for embedded systems, program analysis and optimization, embedded domain-specific languages

Research/Areas of Interest: computer security and privacy, secure development, security professionals, human-computer interaction, mobile security