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Learning Theory

Learning Theory

7 faculty research Learning Theory on GradNova.

J
José Principe

Distinguished Professor Don D. & Ruth Eckis Endowed Distinguished Professor

Department of Electrical & Computer Engineering

University of Florida

Adaptive Systems
Learning Theory
Neural Networks and Applications
Blind Source Separation Techniques
+3
C
Interactive Machine Learning
Learning Theory
Reinforcement Learning and Bandits
Advanced Bandit Algorithms Research
+4
E
Computational Complexity
Error-Correcting Codes and Lattices
Learning Theory
Sublinear-Time and Sublinear-Space Algorithms
+5
P
Learning Theory
Trustworthy Machine Learning
Machine Learning and Algorithms
Domain Adaptation and Few-Shot Learning
+3
M
Mahe Velauthapillai

Professor and McBride Family Endowed Chair

Computer Science

Georgetown University

Bioinformatics
Learning Theory
Theoretical Computer Science
E
Elvis Dohmatob

Associate Professor, Computer Science and Software Engineering

Computer Science

Concordia University

Adversarial Robustness
Algorithmic Bias
Determinantal Point Processes
Learning Theory
+5
N
High-Dimensional Statistics
Learning Theory
Machine Learning
Non-Linear Representations of Data