Carnegie Mellon University Expert Directory

Assistant Professor

Nikolas Martelaro's lab focuses on augmenting designer's capabilities through the use of new technology and design methods

Interaction with Autonomous SystemsMechatronicsDesign ToolsInteraction Design

Assistant Professor

Hoda Heidari is broadly interested in the Ethical and Societal Aspects of Artificial Intelligence and Machine Learning.

ElectionsFairness and AccountabilityArtificial IntelligenceEthicsMachine Learning

Professor of Business, and Professor of Operations Research and Computer Science

R. Ravi is interested in networks and their effects in business, a subject on which he introduced a new MBA class.

Applied MathematicsBusiness and ManagementNumerical and Computational MathematicsPure MathematicsComputation Theory and Mathematics

Associate Professor

Rita Singh works on core algorithmic aspects of computer voice recognition and artificial intelligence applied to voice forensics.

IoT Security and PrivacyFormal MethodsAI and ML for SecurityCryptographyEmerging Applications Security

Associate Professor

Zachary Lipton's research spans machine learning methods and their applications in healthcare and natural language processing.

Machine LearningMachine IntelligenceNatural Language Processing (NLP)Deep Learning

Associate Professor and Director of Machine Learning

Zico Kolter researches how to make deep learning algorithms more robust, safer, and understand how data impacts how models function.

Articifical IntelligenceAI ModelsMachine LearningDeep LearningNeural Networks

Research Professor, Robotics Institute

Jeff Schneider is researching how to use machine learning to control fusion reactions.

Artifical IntelligenceMotion ControlRobotics FoundationsLearning and ClassificationSelf-Driving Cars

Professor

Eric Nyberg builds software applications that can understand and process human language.

Automatic Text TranslationProcessing Human LanguageAutomated Qustion AnsweringIBM WatsonInformation Retrieval

Assistant Professor

Justin Chan's research focuses on building intelligent systems for computational health and large-scale environmental sensing.

Enviromental SensingMobile HealthCardiac Arrest DetectionContact TracingSmartphone-based Ear Infections

Professor and Department Head

Russell Schwartz works in computational biology and the use of algorithms, AI, machine learning, and simulation in biomedical science.

Cancer BiologyBiophysicsPopulation GeneticsComputational GenomicsMachine Learning

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