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Machine Learning and Algorithms

Machine Learning and Algorithms

208 faculty research Machine Learning and Algorithms on GradNova.

S
Advanced Malware Detection Techniques
Algorithms and Data Compression
Digital and Cyber Forensics
Formal Methods in Verification
+1
M
Advanced Bandit Algorithms Research
Domain Adaptation and Few-Shot Learning
Machine Learning and Algorithms
Sparse and Compressive Sensing Techniques
+1
D
Algorithms and Data Compression
Complex Network Analysis Techniques
Complexity and Algorithms in Graphs
Data Management and Algorithms
+1
X
Artificial Intelligence and Robotics
Data Science and Engineering
Topic Modeling
Natural Language Processing Techniques
+3
A
Artificial Intelligence and Robotics
Data Science and Engineering
Reinforcement Learning in Robotics
Machine Learning and Algorithms
+3
T
Artificial Intelligence and Robotics
Data Science and Engineering
Machine Learning and Data Classification
Machine Learning and Algorithms
+3
P
Pooya Hatami

Associate Professor, Computer Science and Engineering

Computer Science and Engineering

The Ohio State University

Advanced Graph Theory Research
Coding Theory and Cryptography
Complexity and Algorithms in Graphs
Limits and Structures in Graph Theory
+1
A
Algorithms and Data Compression
Data Mining Algorithms and Applications
Imbalanced Data Classification Techniques
Machine Learning and Algorithms
+1
A
Advanced Graph Theory Research
Complexity and Algorithms in Graphs
Formal Methods in Verification
Logic, Reasoning, and Knowledge
+1
P
Learning Theory
Trustworthy Machine Learning
Machine Learning and Algorithms
Domain Adaptation and Few-Shot Learning
+3
S
Machine Learning
Generative Adversarial Networks and Image Synthesis
Advanced Graph Neural Networks
Machine Learning in Materials Science
+2
D
Machine Learning
Reinforcement Learning in Robotics
Machine Learning and Algorithms
Advanced Bandit Algorithms Research
+2
J
Bioinformatics
Computational Biology
Machine Learning
Robotics
+5
V
Vladimir Braverman

Associate Head of Faculty and Professor

Computer Science

Johns Hopkins University

Healthcare Applications
Machine Learning
Theoretical Computer Science
Sparse and Compressive Sensing Techniques
+4
M
Mustafa Bilgic

Chair, Department of Computer Science; Professor of Computer Science; Program Director, Master of Artificial Intelligence

Computer Science

Illinois Institute of Technology

Advanced Graph Neural Networks
Complex Network Analysis Techniques
Machine Learning and Algorithms
Machine Learning and Data Classification
+1
S
Santosh Vempala

Frederick G. Storey Chair in Computing and…

College of Computing

Georgia Institute of Technology

Advanced Graph Theory Research
Complexity and Algorithms in Graphs
Data Management and Algorithms
Machine Learning and Algorithms
+1
J
Advanced Graph Theory Research
Complexity and Algorithms in Graphs
Machine Learning and Algorithms
Optimization and Search Problems
+1
K
Kuldeep S. Meel

Stephen Fleming Early-Career Associate Professor

College of Computing

Georgia Institute of Technology

Bayesian Modeling and Causal Inference
Data Management and Algorithms
Formal Methods in Verification
Machine Learning and Algorithms
+1
G
Fault Detection and Control Systems
Machine Learning and Algorithms
Reinforcement Learning in Robotics
Robot Manipulation and Learning
+1
J
Justin Thaler

Provost's Distinguished Associate Professor

Computer Science

Georgetown University

Algorithms for Massive Data Sets
Computational Learning
Verifiable Computation
Complexity and Algorithms in Graphs
+4
K
Kobbi Nissim

Professor, Robert L. McDevitt, K.S.G., K.C.H.S. and Catherine H. McDevitt, L.C.H.S. Term Chair in Computer Science

Computer Science

Georgetown University

Cryptography
Privacy
Privacy Law and Policy
Privacy-Preserving Technologies in Data
+4
B
Algorithms: On-Line, Parallel And/or Randomized
Concrete Complexity
Next Generation Network and Bioinformatics
Theory of Learning
+5
E
Evgenios Kornaropoulos

Assistant Professor, Department of Computer Science

Computer Science

George Mason University

Applied Cryptography
Computer Security
Cryptography and Data Security
Privacy-Preserving Technologies in Data
+3
D
Deeparnab Chakrabarty

Associate Professor of Computer Science

Computer Science

Dartmouth College

Advanced Graph Theory Research
Auction Theory and Applications
Complexity and Algorithms in Graphs
Machine Learning and Algorithms
+1
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