temp-faculty – NSF Center for Big Learning

	Nina Balcan MLD and CSD, CMU Active Learning, Machine Learning, learning theory		Jiang Bian Health Outcomes & Policy, UF Health outcomes, NLP, social meida
	Azra Bihorac Medicine, UF Intelligent health systems to improve organization, processes, quality, cost, delivery and outcomes in perioperative and critical care medicine		Arturo Bretas ECE, UF Power Systems Protection, Reliability Optimization, State Estimation, Restoration, Operation, Dynamics and Control
	Kevin Butler CISE, UF System Security, Network Security		Shigang Chen CISE, UF Big Network Data, Cyber-security, RFID Systems, Cloud Computing, Cyber-physical Transportation Systems
	Yunmei Chen Mathematics, UF Mathematical modeling, optimization techniques, applications to image analysis, machine learning, neuron network computing.		ZhiQiang Chen CME, UMKC Remote sensing, engineering mechancis, physical modeling
	Hank Childs CIS, UO Scientific Visualization, High Performance Computing, Data Visualization		William W. Cohen MLD and LTI, CMU Machine Learning, Natural Language Processing
	Ana Conesa Microbiology and Cell Science, UF Genomics of Gene Expression, Functional genomics, Bioinformatics Software and Tools		William Cresko Biology, UO Next Generation Sequencing, Bioinformatics, Genomics
	Yousong Ding Pharmacy, UF Medicinal Chemistry, Natural Product Biosynthesis, Drug Discovery and Development, Synthetic Biology, Protein Engineering, and Chemical Biology		Warren Dixon MAE, UF Nonlinear Controls, Robotics
	Dejing Dou CIS, UO Ontology-based Deep Learning, Human Behavior Prediction, Information Extraction		Lily Elefteriadou Civil, UF Traffic flow theory, highway capacity analysis, traffic simulation, signal control, travel time reliability
	Ruogu Fang BME, UF Medical Data Computing, Machine Learning, Computer Vision, Big-data Strategy, Data Mining, Medical Analysis		Yuguang Michael Fang ECE, UF Privacy-preserving collaborative machine learning, wireless networks, mobile computing, network security and privacy, smart grid
	Stephen Fickas CIS, UO Ubiquitous Computing, Assistive Technology, Software Requirements Engineering		Renato Figueiredo ECE, UF Virtualization in distributed systems, Autonomic computing, Peer-to-peer systems, Social networks and their applications in systems design, Cloud computing, Computer architecture
	Danling Fu Education, UF Bilingual/Bicultural Education, Literacy, Teaching & Learning, Writing		Paul Gader CISE, UF Nonlinear unmixing for hyperspectral image analysis with applications to object and material detection, classification and segmentation, and measuring physical properties such as plant and animal health as well as biomass and chlorophyll
	Jian Ge Astronomy, UF Habitable Earth-like Planet Surveys with High Precision Optical and Near-IR Doppler Techniques, SDSS-III Multi-object APO Radial Velocity Exoplanet Large-area Survey (MARVELS), Global network of extremely high precision Exoplanet Trackers (ET network)		Garth Gibson CSD and ECE, CMU Large-scale parallelism, performance, OS, fault tolerance, big data, cloud computing
	Abhinav Gupta MLD, CMU Computer Vision, 3-D scene understanding		William Hogan Health Outcomes and Policy, UF Biomedical ontology
	Gerrit Hoogenboom Agricultural and Biological Engineering, Sustainable Food Systems, UF Crop Modeling, Decision Support Systems, Agrometeorology, Climate Change, Climate Variability		Qiu-Xing Jiang Biology, UF Molecular biophysics, membrane biology, cryoEM
	Sanjeev J. Koppal ECE, UF Computer vision and computational photography		Yugyung Lee CSEE, UMKC Machine Learning/Data Mining, Big Data Analytics, Semantic Web, Biomedical Application, Cognitive Robotics, Immersive Intelligence (Virtual/Augmented Reality)
	Chi H. Lee Pharmaceutical Sciences, UMKC Biomedical informatics, Computational Modeling for Drug Delivery Systems, Biomedical Sensors		Chenglong Li Pharmacy, UF Organic chemistry, Biochemistry, Medicinal Chemistry, Physical Chemistry, Computational Chemistry, Molecular Biophysics and Pharmacology
	Xiaolin Andy Li ECE, UF Cloud Computing, Intelligent Platforms, Deep Learning, Precision Medicine, IoT/CPS		Jian Li ECE, UF Statistical and Array Signal Processing, Spectrum Sensing, Radar Signal Processing
	Zhu Li CSEE, UMKC Image Processing, Compression, Communication, Machine Learning		Daniel Lowd CIS, UO Statistical relational learning, Adversarial machine learning, Probabilistic graphical models, Artificial Intelligence
	Ye Luo Economics, UF High-dimensional statistics, Model Selection, Deep Learning. Applications in NLP and Finance.		Allen Malony CIS, UO Parallel and Distributed Computing, Performance Analysis, High Performance Computing, Scientific Software Environments
	Sean Meyn ECE, UF Markov processes, spectral theory and large deviations, Stochastic approximation, reinforcement learning, Communication networks, Smart Grid		George Michailidis Statistics, UF Joint estimation of multiple graphical models, vector autoregressive models, pathway enrichments analysis
	Tom Mitchell MLD, CMU Machine Learning, neuroscience, DL		Juan Claudio Nino MSE, UF Memristors and Neuromorphic Computing
	Boyana Norris CIS, UO High Performance Computing, Performance Analysis and Optimization, Parallel and Distributed Computing, Software Engineering for HPC		Daniela Oliveira ECE, UF Interdisciplinary computer security
	Karim Oweiss ECE, UF Basic Neuroscience, Translational Neuroscience, Systems Engineering		Xiajun Amy Pan ISOM, UF Retail Operations, Supply Chain Management, Operations-Marketing Interface, Operations-Information Interface, Business Analytics
	Panos Pardalos ISE, UF Global and combinatorial optimization, network design problems, optimization in telecommunications, e-commerce, data mining, biomedical applications, and massive computing		NhatHai Phan CIS, UO Data Mining, Machine Learning, Social Network Analysis, Data Privacy
	Jose Principe ECE, UF Adaptive Systems Theory, Machine Learning, Information Theoretic Learning		Deva Ramanan RI, CMU Computer Vision, Machine Learning, graphical models
	Anand Rangarajan CISE, UF Image analysis, machine learning and computational mathematics.		Sanjay Ranka CISE, UF Data mining, informatics and grid computing for data intensive applications in High Energy Physics, BioTerrorism and BioMedical Computing
	Praveen Rao CSEE, UMKC Designing scalable data management techniques, indexing and query processing of RDF/graph/XML databases		Parisa Rashidi BME, UF Intelligent Health Systems
	Pradeep Ravikumar MLD, CMU Statistical Machine Learning, Graphical Models		Reza Rejaie CIS, UO Computer Networks, Multimedia Networking, Social Network Analysis, Network Measurement
	Adrian Roitberg Chemistry, UF Theoretical Chemistry, Computational Chemistry		Ruslan Salakhutdinov MLD, CMU Machine Learning, DL, Large-scale optimization, Multimodal Learning, Deep Generative Models
	John Mark Shea ECE, UF Wireless Communications and Networks, Networked Autonomous Systems		Aarti Singh MLD, CMU Machine Learning, Learning Theory, Learning with Graphs.
	Sivaramakrishnan Srinivasan Civil, UF Transportation Planning and Policy Evaluation, Travel-Demand Modeling and Forecasting, GPS and GIS Applications for Travel-Data Collection and Analysis		Joe Sventek CIS, UO Complex Event Processing, Internet of Things, Sensor Networks
	Michael J. Tarr Psychology, CMU Deep Learning, Cognitive Science, Psychology		Ryan Tibshirani Statistics and MLD, CMU Statistical Machine Learning, High-dimensional statistics
	Stanislav Uryasev ISE, UF Stochastic optimization, risk management, financial engineering and military operations research		Daisy Zhe Wang CISE, UF Probabilistic databases, probabilistic knowledge bases, large-scale inference engines, query-driven interactive machine learning, and crowd assisted machine learning
	Tan Wong ECE, UF Information Integrity, Secret Sharing/ Key Agreement over Physical Channels, Software-defined Radios		Damon Woodard ECE, UF Applied Machine Learning, Biometrics, Identity Science, Cybersecurity
	Dapeng Oliver Wu ECE, UF Machine learning, communication, networking, network science, signal processing, multimedia, security, computer vision		Jinhong Xie Marketing, UF Innovation management and strategies, network effects, service pricing, independent product information and marketing strategy, national culture effect on new product management
	Eric Xing MLD, LTI, CSD, CBD, CMU Machine learning, graphical models, large-scale distributed optimization, DL		Lin Yang BME, UF Biomedical image analysis and imaging informatics, computer vision, biomedical informatics, and machine learning
	Shui Qing Ye BHI, Pediatrics, UMKC Designing scalable data management techniques, indexing and query processing of RDF/graph/XML databases		Alina Zare ECE, UF Machine Learning, Pattern Recognition, Remote Sensing, Agriculture, Plant Phenotyping, Target Detection, Automated Health Systems
	Jinying Zhao Epidemiology, UF Genetic Epidemiology, statistical genetics for human complex diseases		Xiang Zhong ISE, UF Stochastic modeling and control in healthcare and service systems, Data analytics in healthcare