University of Massachusetts Amherst

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Five College faculty doing work related to data science

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Li-Jun Ma

Assistant Professor, Biochemistry, UMass Amherst
Genomics, network

Sridhar Mahadevan

Professor, Information and Computer Sciences, UMass Amherst
machine learning, reinforcement learning, representation discovery, variational inequalities, optimization

Subhransu Maji

Assistant Professor, Information and Computer Sciences, UMass Amherst
computer vision, recognition, grouping, segmentation, human computation and statistical learning

Timothy Malacarne

Visiting Assistant Professor of Data Science, , Mount Holyoke College

R. Manmatha

Research Associate Professor, Information and Computer Sciences, UMass Amherst
Multimedia indexing and retrieval, image and video retrieval, document image analysis, digital libraries, computer vision, information retrieval.

Benjamin Marlin

Assistant Professor, Information and Computer Sciences, UMass Amherst
machine learning, graphical models, approximate inference and learning

Jenna Marquard

Associate Professor, Mechanical and Industrial Engineering, UMass Amherst
health information technology, human factors

Craig Martin

Professor, Chemistry, UMass Amherst
RNA-seq; transcription; DNA origami; synthetic biology

Sara Mathieson

Assistant Professor, Computer Science, Smith College
computational biology, population genetics, algorithms for next-generation sequencing data, machine learning

Andrew McCallum

Professor, Information and Computer Sciences, UMass Amherst
machine learning, information extraction, information integration, natural language processing, distributed representations, social network analysis, scalable parallel-distributed machine learning, scientometrics, open peer review

Andrew McGregor

Associate Professor, Information and Computer Sciences, UMass Amherst
theoretical computer science

Amelia McNamara

Visiting Assistant Professor, Statistical & Data Sciences, Smith College
statistics education, statistical computing, data visualization, spatial statistics

Alexandra Meliou

Assistant Professor, Information and Computer Sciences, UMass Amherst
data and information management, provenance, causality, and reverse data management, intersection of database systems and business intelligence applications, optimization problems over large data

Eitan Mendelowitz

Visiting Assistant Professor of Data Science, , Mount Holyoke College
data driven interactive media-art, embodied interaction, authoring systems

Ethan Meyers

Assistant Professor, Cognitive Science, Hampshire College
analysis of neural data, machine learning, statistics

Gerome Miklau

Associate Professor, Information and Computer Sciences, UMass Amherst
Data mining, modeling, and analysis in the presence of privacy constraints; data protection through access control and auditing; market-based approaches to data sharing and resource allocation in the cloud; data provenance

Christopher Misra

Chief Technology Officer, , UMass Amherst
campus technology coordination, networking, network security, data centers, information security program, identity management, and enterprise architecture

David Moorman

Assistant Professor, Psychological and Brain Sciences, UMass Amherst

Jeffrey Moro

Post-Baccalaureate Resident, Five College Digital Humanities, Five College Digital Humanities
digital humanities

Eliot Moss

Professor, Information and Computer Sciences, UMass Amherst
machine learning, programming language implementation and computer architecture, particularly memory management; analyze and extract information from program traces; application of chaos theory

Ana Muriel

Associate Professor, Mechanical and Industrial Engineering, UMass Amherst
logistics, production planning, inventory control, supply chain management, forecasting