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Machine Learning and Data Classification Research Faculty | GradNova

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Machine Learning and Data Classification

Machine Learning and Data Classification

40 faculty research Machine Learning and Data Classification on GradNova.

W

Assistant Professor

Computer Science

Worcester Polytechnic Institute

Algorithmic Fairness

Machine Learning

Anomaly Detection Techniques and Applications

+4

C

Professor

Computer Science

Western University

Cognitive Modeling

Data Mining and Its Applications

Machine Learning

Machine Learning and Data Classification

+4

A

Associate Professor and Associate Vice President for Research Computing in the Division of Information Technology

Computer Science

Data Stream Mining Techniques

Evolutionary Algorithms and Applications

Machine Learning and Data Classification

Metaheuristic Optimization Algorithms Research

+1

F

Florian Heimerl

Teaching Faculty

Computer Science

University of Wisconsin–Madison

Advanced Text Analysis Techniques

Data Visualization and Analytics

Gaze Tracking and Assistive Technology

Machine Learning and Data Classification

+1

K

Associate Professor

Computer Science

University of Washington

Machine Learning

Advanced Bandit Algorithms Research

Machine Learning and Algorithms

Machine Learning and Data Classification

+2

W

Willie Neiswanger

Assistant Professor of Computer Science

Computer Science

University of Southern California

Advanced Bandit Algorithms Research

Gaussian Processes and Bayesian Inference

Machine Learning and Algorithms

Machine Learning and Data Classification

+1

J

Associate Professor

Computer Science

University of North Carolina at Chapel Hill

Complex Datasets

Density Estimation

Generative Models

+13

T

Assistant Professor

Computer Science

University of North Carolina at Chapel Hill

Interdisciplinary Scientific Challenges: Bioengineering, Quantum Computing

Machine Learning Problems: Sparsity, Robustness, Learning to Optimize, Graph Learning, Diffusion Models

Biomedical Text Mining and Ontologies

Domain Adaptation and Few-Shot Learning

+3

Z

Zirui (Ray) Liu

Assistant Professor

Computer Science

University of Minnesota

Advanced Graph Neural Networks

Machine Learning and Data Classification

Natural Language Processing Techniques

Recommender Systems and Techniques

+1

A

Assistant Professor

Computer Science

University of Minnesota

Advanced Bandit Algorithms Research

Advanced Multi-Objective Optimization Algorithms

Catalytic Processes in Materials Science

Machine Learning and Data Classification

+1

S

Lecturer

Computer Science

University of Georgia

Generative Adversarial Networks and Image Synthesis

Interactive and Immersive Displays

Machine Learning and Data Classification

Software Engineering Research

+1

Y

Computer Science

University of California San Diego

Advanced Bandit Algorithms Research

Algorithms and Data Compression

Face and Expression Recognition

Machine Learning and Algorithms

+1

S

Sanjoy Dasgupta

Computer Science

University of California San Diego

Algorithms and Data Compression

Bayesian Methods and Mixture Models

Data Management and Algorithms

Machine Learning and Algorithms

+1

K

Kamalika Chaudhuri

Computer Science

University of California San Diego

Adversarial Robustness in Machine Learning

Cryptography and Data Security

Machine Learning and Algorithms

Machine Learning and Data Classification

+1

M

Miguel Carreira-Perpiñán

Professor

Computer Science

University of California, Merced

Estimation of Models and Representations From Data

Machine Learning

Optimization and Machine Learning

Neural Networks and Applications

+4

G

Associate Member - Statistics

Computer Science

University of British Columbia

Machine Learning

Gaussian Processes and Bayesian Inference

+4

H

Affiliate Professor

Computer Science

University of British Columbia

Advanced Multi-Objective Optimization Algorithms

Constraint Satisfaction and Optimization

Machine Learning and Algorithms

Machine Learning and Data Classification

+1

C

Chaity Banerjee

Assistant Professor

Computer Science

University of Alabama in Huntsville

Advanced Neural Network Applications

Anomaly Detection Techniques and Applications

Machine Learning and Data Classification

Model Reduction and Neural Networks

+1

S

Associate Professor

Computer Science

University at Albany, State University of New York

Educational Data Mining

Human-Centered Data Mining and Machine Learning

Recommendation and Personalization Systems

Statistics Education and Methodologies

+1

A

Nicholas J. Altiero Professor

Computer Science

Tulane University

Machine Learning and Data Classification

Misinformation and Its Impacts

Social Media and Politics

Text and Document Classification Technologies

+1

J

James Skripchuk

Assistant Teaching Professor

Computer Science

Tufts University

Computing Education

Sound & Music Computing

Teaching and Learning Programming

+4

E

Assistant Teaching Professor

Computer Science

Tufts University

Machine Learning and Data Classification

Online Learning and Analytics

Teaching and Learning Programming

S

Adjunct Assistant Professor

Computer Science

Queen's University

Advanced Database Systems and Queries

Big Data and Business Intelligence

Cloud Computing and Resource Management

Machine Learning and Data Classification

+1

R

Lecturer

Computer Science

Princeton University

Human-Computer Interaction

Machine Learning

Vision & Graphics

Explainable Artificial Intelligence (xai)

+4