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Machine Learning and Algorithms

106 faculty research Machine Learning and Algorithms on GradNova.

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Professor

Data Mining and Its Applications

Machine Learning

Machine Learning and Data Classification

+4

A

Assistant Professor

Decision-Making Under Uncertainty

Deep Learning

Uncertainty Quantification

+5

R

Roman Garnett

Associate Professor

Computer Science

Washington University in St. Louis

Advanced Bandit Algorithms Research

Advanced Multi-Objective Optimization Algorithms

Gaussian Processes and Bayesian Inference

Machine Learning and Algorithms

+1

S

Sanjoy Baruah

Professor

Computer Science

Washington University in St. Louis

Constraint Satisfaction and Optimization

Imbalanced Data Classification Techniques

Machine Learning and Algorithms

Robotic Path Planning Algorithms

+1

T

Tengyang Xie

Assistant Professor

Computer Science

University of Wisconsin–Madison

Advanced Bandit Algorithms Research

Adversarial Robustness in Machine Learning

Machine Learning and Algorithms

Reinforcement Learning in Robotics

+1

D

Dieter van Melkebeek

Professor

Computer Science

University of Wisconsin–Madison

Complexity and Algorithms in Graphs

Computability, Logic, AI Algorithms

Cryptography and Data Security

Machine Learning and Algorithms

+1

J

Josiah Hanna

Assistant Professor

Computer Science

University of Wisconsin–Madison

Machine Learning and Algorithms

Reinforcement Learning in Robotics

Robot Manipulation and Learning

Traffic Control and Management

+1

Y

Yudong Chen

Associate Professor

Computer Science

University of Wisconsin–Madison

Complex Network Analysis Techniques

Machine Learning and Algorithms

Sparse and Compressive Sensing Techniques

Statistical Methods and Inference

+1

P

Pascal Poupart

Professor

David R. Cheriton School of Computer Science

University of Waterloo

Bayesian Modeling and Causal Inference

Machine Learning and Algorithms

Natural Language Processing Techniques

Reinforcement Learning in Robotics

+1

A

Ashwin Nayak

Professor, Combinatorics and Optimization and Quantum Computing

David R. Cheriton School of Computer Science

University of Waterloo

Computability, Logic, AI Algorithms

Machine Learning and Algorithms

Quantum Computing Algorithms and Architecture

Quantum Information and Cryptography

+1

G

Gautam Kamath

Assistant Professor

David R. Cheriton School of Computer Science

University of Waterloo

Adversarial Robustness in Machine Learning

Cryptography and Data Security

Machine Learning and Algorithms

Privacy-Preserving Technologies in Data

+1

M

Maura R. Grossman

Research Professor

David R. Cheriton School of Computer Science

University of Waterloo

Ethics and Social Impacts of AI

Information Retrieval and Search Behavior

Machine Learning and Algorithms

Software Engineering Research

+1

E

Eric Blais

Associate Professor

David R. Cheriton School of Computer Science

University of Waterloo

Advanced Graph Theory Research

Complexity and Algorithms in Graphs

Cryptography and Data Security

Machine Learning and Algorithms

+1

J

Jamie Morgenstern

Associate Professor

Computer Science

University of Washington

Ethics & Fairness

Human-Centered AI

Machine Learning

Auction Theory and Applications

+4

K

Kevin Jamieson

Associate Professor

Computer Science

University of Washington

Machine Learning

Advanced Bandit Algorithms Research

Machine Learning and Algorithms

Machine Learning and Data Classification

+2

B

Byron Boots

Professor

Computer Science

University of Washington

Computer Vision

Machine Learning

Robotics

Reinforcement Learning in Robotics

+4

P

Paul Beame

Professor

Computer Science

University of Washington

Quantum Computing

Theoretical Computer Science

Complexity and Algorithms in Graphs

Formal Methods in Verification

+3

B

Brian Lavallee

Lecturer, Computer Science

Computer Science

University of Vermont

Parameterized Algorithms and Complexity

Structural Graph Theory

Advanced Graph Theory Research

Complexity and Algorithms in Graphs

+3

A

Aditya Bhaskara

Associate Professor

School of Computing

University of Utah

Algorithms (approximation / Online Algorithms, Graph Algorithms)

Artificial Intelligence (ml: Theory and Modeling)

Complexity and Algorithms in Graphs

Machine Learning and Algorithms

+3

M

Mukund Raghothaman

Assistant Professor of Computer Science

Computer Science

University of Southern California

Formal Methods in Verification

Machine Learning and Algorithms

Software Engineering Research

Software System Performance and Reliability

+1

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