CITRIS and the Banatao Institute

Creating information technology solutions for society's most pressing challenges

Machine Learning

Lise Getoor

Distinguished Professor, Computer Science
UC Santa Cruz

Engineering, Machine Learning, Abstraction And Problem Reformulation, Approximate Query Processing, Constraint-based Reasoning, Data Integration, Database Query Optimization, Databases And Artificial Intelligence, Entity Resolution, Information Extraction, Machine Learning, Planning Under Uncertainty, Reasoning Under Uncertainty, Utility Elicitation

Ming-Hsuan Yang

Professor, Computer Science and Engineering
UC Merced

Engineering, Machine Learning, Computer Vision, Image Recognition, Machine Learning, Visual Tracking

Ross Greer

Assistant Professor, Computer Science and Engineering
UC Merced

Engineering, Machine Learning, Autonomous Driving, Computer Vision, Human-robot Interaction, Multimodal Machine Learning, Novelty Detection

Miguel Carreira-Perpinan

Professor, Computer Science and Engineering
UC Merced

Engineering, Machine Learning, Articulated Pose Tracking, Articulatory Inversion, Clustering, Computational Neuroscience, Computer Vision, Deep Neural Networks, Denoising, Dimensionality Reduction, Image Registration, Image Segmentation, Inverse Kinematics, Machine Learning, Manifold Learning, Mean-shift Algorithms, Model Adaptation, Nonlinear Embeddings, Optimization, Robotics, Sensor Networks, Speech Processing, Unsupervised Learning, Visual Cortex Maps

Dongyu Liu

Assistant Professor, Computer Science
UC Davis

Engineering, Machine Learning, Augmented Intelligence, Big Data, Dashboard Design, Data Visualization, Data-driven Decision-making, Data-to-decision, Decision Support Systems, Environmental Informatics, Explainable Ai, Hci, Health Informatics, Healthcare, Human-ai Interfaces, Human-ai Teaming, Human-centered Ai, Human-computer Interaction, Human-in-the-loop, Intelligent Algorithms, Interactive Machine Learning, Intuitive Interfaces, Machine Learning, Sustainability, Trustworthy Ai, Ux For Ai, Visual Analytics, Visualization, Xai

Narges Norouzi

Associate Teaching Professor, Electrical Engineering and Computer Sciences (EECS) and Associate Dean of Students, Computing, Data Science, and Society
UC Berkeley

Engineering, Machine Learning, Artificial Intelligence, Data Science, Machine Learning

Han Zou

Postdoctoral Scholar, Electrical Engineering and Computer Sciences (EECS)
UC Berkeley

Engineering, Machine Learning, Ambient Intelligence, Artificial Intelligence, Behavioral Analytics, Context-aware Services, Deep Learning, Edge Computing, Human Activity Recognition, Indoor Localization, Internet Of Things, Iot, Location Intelligence, Machine Learning, Mobile Computing, Multimodal Sensor Fusion, Pervasive Computing, Rf Sensing, Sensor Networks, Signal Processing, Smart Buildings, Smart Environments, Spatial Computing, Transfer Learning, Ubiquitous Computing, Wireless Sensing

Gerald Friedland

Adjunct Assistant Professor, Electrical Engineering and Computer Sciences (EECS)
UC Berkeley

Engineering, Machine Learning, Machine Learning, Multimedia Computing, Signal Processing

Jaijeet Roychowdhury

Professor, Electrical Engineering and Computer Sciences (EECS)
UC Berkeley

Engineering, Machine Learning, Biological Systems Modeling, Computational Algorithms, Cyber-physical Systems, Electronic Systems, Hardware–software Co-design, Integrated Circuit (ic) Hardware, Machine Learning, Mathematical Modeling, Nanoscale Systems, Next-generation Computing, Simulation Software Tools, Verification And Validation

Marilyn Walker

Professor Emerita, Computer Science and Engineering
UC Santa Cruz

Engineering, Machine Learning, Blogs, Causal Knowledge Extraction, Computational Models Of Dialogue, Conversational Agents, Interactive Story Generation, Narrative Generation, Natural Language Processing, Social Media Analytics

Professor Ajujan Varma

Professor Emeritus, Computer Science and Engineering
UC Santa Cruz

Engineering, Machine Learning, Algorithms, Computer Architecture, Computer Networking, Ml Theory, Optical Networks

Shawn Newsam

Professor, Computer Science and Engineering
UC Merced

Engineering, Machine Learning, Computer Vision, Content-based Information Retrieval, Data Mining, Digital Libraries, Image Processing, Machine Learning, Pattern Recognition