Computer Science
2018-19 General Catalog
Baskin School of Engineering
http://www.soe.ucsc.edu
Program Statement | Course Descriptions
Faculty and Professional Interests
Professor
Martín Abadi, Emeritus
Dimitris Achlioptas
Analysis of algorithms, machine learning, random structures
Luca de Alfaro
Reputation systems, crowdsourcing, game theory, formal methods
Scott A. Brandt
Operating systems, storage systems, real-time systems
James E. Davis
Information and Communication Technologies for Development (ICTD), technology for global social issues, human computation, computational photography, computer vision, computer graphics
Cormac Flanagan
Programming languages, security, program analysis, verification, type systems, concurrency, blockchains
Lise Getoor
Machine learning, reasoning under uncertainty, analysis of graphs and networks, artificial intelligence, database management, information integration, visual analytics, data science
David P. Helmbold
Machine learning, computational learning theory, analysis of algorithms
Phokion G. Kolaitis
Distinguished Professor
Principles of database systems, logic in computer science, and computational complexity
Robert A. Levinson, Emeritus
Suresh K. Lodha
Data analytics and visualization, vision, innovation, technology for social good
Charles E. McDowell, Emeritus
Alex T. Pang
Visualization for the masses, uncertainty visualization, tensor visualization, scientific visualization, comparative visualization, collaboration software, augmented/virtual reality interfaces
Ira Pohl, Emeritus
R. Michael Tanner, Emeritus
Allen Van Gelder
Logic programming algorithms, parallel algorithms, complexity, programming languages, automated theorem proving, scientific visualization
Marilyn Walker
Dialogue systems, natural language processing, computer games, human-computer interaction, machine learning, artificial intelligence
Manfred K. Warmuth, Emeritus
Alexander Wolf
Engineering of large and/or complex software systems, experimental computer science, distributed systems and networks, software engineering, self-managed systems
Associate Professor
Seshadhri Comandur
Analysis of algorithms, theoretical foundations for massive data algorithms, social network analysis
Assistant Professor
Peter Alvaro
Data management systems, distributed systems, logic programming
Owen Arden
Language-based security, decentralized systems, programming languages
Snigdha Chaturvedi
Natural language processing, machine learning, text mining
Abhradeep Guha Thakurta
Statistical data privacy and its relation to machine learning and data mining. More precisely, the privacy implications in problems spanning the areas of high-dimensional statistics, risk minimization, online learning and pattern mining. Usually studying the privacy implications result in analyzing the algorithmic stability of existing learning algorithms
Lindsey Kuper
Language-based approaches to building parallel and distributed software systems that are correct and efficient
Yang Liu
Interactions between society and artificial intelligence, algorithmic decision-making, machine learning
Faisal Nawab
Data management/databases; distributed and cloud systems; wireless, edge, and data center networking; Internet of things/edge data management
Teaching Professor
Narges Norouzi
Adoption of machine learning and statistical signal processing techniques in biometric recognition, biostatistics, and genomic medicine; computer science education research
Adjunct Professor
Carlos Maltzahn
Scalable file system data and metadata management, storage, Quality of Service (QoS), data management games, network intermediaries, information retrieval and cooperation dynamics
Ike Nassi
High-performance computing, computer systems architecture, parallel processing, programming languages, computer networks, operating systems, distributed systems, personal computers, history of computing
Thomas Schwarz
Reliability and security in storage systems
Neel Sundaresan
Big data science, machine learning, e-commerce, search science, recommender system, internet economics and monetization, internet of things, programming languages, parallel computing, reputation systems, human computing
Linda Werner
Software engineering, computer science education, children and computer game creation, testing, increasing diversity in computer science
Continuing Lecturer
Delbert (Dean) Bailey
Complexity, artificial intelligence, machine learning
Wesley Mackey
Compiler construction, programming languages
Patrick Tantalo
Graph theory, combinatorics, optimization, algorithms
♦ ♦ ♦
Lawrence Andrews (Film and Digital Media)
Documentary, sound, animation, installation
Alexandre Brandwajn, Emeritus (Computer Engineering)
Pak K. Chan, Emeritus (Computer Engineering)
Gabriel Elkaim (Computer Engineering)
Embedded systems, robust software architectures for real-time reactive systems, sensor fusion, guidance, navigation, and control (GNC) system identification; robust and advanced control schemes, feedback control systems, robotics, unmanned autonomous vehicles (UAVs), and cooperative control
F. Joel Ferguson, Emeritus (Computer Engineering)
J. J. García-Luna-Aceves (Computer Engineering; Technology Management)
Principles of computer communication, Internet, mobile and pervasive computing, wireless networks, information centric networks, network science
David Haussler (Biomolecular Engineering)
Bioinformatics, genomics, computational genomic data analysis, molecular evolution and comparative genomics, genomic and clinical data sharing and standards, cancer genomics, neurodevelopment, stem cell research, immunogenomics, information theory, pattern recognition, machine learning, artificial intelligence, information theory, theoretical computer science
Richard Hughey (Biomolecular Engineering; Computer Engineering)
Computer architecture, parallel processing, computational biology
Kevin Karplus (Biomolecular Engineering)
Genome assembly from next-generation sequence data (Formerly protein structure prediction), signal processing and statistics for nanopore signals
Tracy Larrabee (Computer Engineering)
Test-pattern simulation and generation, fault modeling, fault diagnosis, design verification, technical writing, logic simulation
Patrick E. Mantey (Computer Engineering; Technology Management)
Multimedia systems, digital signal processing, sensor systems and networks, real-time monitoring and control, image systems, image processing, visualization, geographic information systems, decision support systems
Michael Mateas (Computational Media)
Artificial Intelligence (AI) for art and entertainment, game AI, AI and creativity, AI-based interactive storytelling, autonomous characters
Katia Obraczka (Computer Engineering)
Computer networks, distributed systems, operating systems, Internet information systems, mobile computing, wireless networks
Warren Sack (Film and Digital Media)
Software design and media theory
Martine D. F. Schlag (Computer Engineering)
VLSI design tools and algorithms, VLSI theory, field-programmable gate arrays, FPGA-based computing engines
Barry Sinervo (Ecology and Evolutionary Biology)
Animal behavior, evolution, physiological ecology
Anujan Varma (Computer Engineering)
Computer networking, computer architecture, optical networks
Noah Wardrip-Fruin (Computational Media)
Digital media, computer games, electronic literature, software studies
Jim Whitehead (Computational Media)
Software engineering, software evolution, software bug prediction, level design in computer games, procedural content generation
W. Todd Wipke, Emeritus (Chemistry and Biochemistry)
Revised: 07/15/18
