GradNova

Universities

Research

Blog

Machine Learning and Algorithms

106 faculty research Machine Learning and Algorithms on GradNova.

Abdeslam Boularias

Associate Professor

Computer Science

Rutgers University

Machine Learning and Algorithms

Reinforcement Learning in Robotics

Robot Manipulation and Learning

Robotic Path Planning Algorithms

+1

C

Chen Wang

Assistant Professor

Computer Science

Rensselaer Polytechnic Institute

Advanced Bandit Algorithms Research

Age of Information Optimization

Machine Learning and Algorithms

P

Paul Valiant

Associate Professor

Computer Science

Purdue University System

Artificial Intelligence, Machine Learning, and Natural Language Processing

Theory of Computing, Algorithms, and Quantum Computing

Machine Learning and Algorithms

Complexity and Algorithms in Graphs

+3

E

Elena Grigorescu

Professor

David R. Cheriton School of Computer Science

University of Waterloo

Algorithms and Data Compression

Coding Theory and Cryptography

Complexity and Algorithms in Graphs

Cryptography and Data Security

+1

R

Ran Raz

Professor

Computer Science

Princeton University

Theoretical Computer Science

Complexity and Algorithms in Graphs

Cryptography and Data Security

Quantum Computing Algorithms and Architecture

+2

E

Professor

Reinforcement Learning in Robotics

Model Reduction and Neural Networks

+3

S

Sanjeev Arora

Charles C. Fitzmorris Professor

Computer Science

Princeton University

Machine Learning

Natural Language Processing

Theoretical Computer Science

Complexity and Algorithms in Graphs

+4

S

Sarah Mocas

Senior Instructor

Computer Science

Portland State University

Advanced Malware Detection Techniques

Algorithms and Data Compression

Digital and Cyber Forensics

Formal Methods in Verification

+1

D

David Yang

Assistant Professor

Computer Science

Portland State University

Chemical Synthesis and Analysis

Machine Learning and Algorithms

Web Data Mining and Analysis

M

Mehrdad Mahdavi

Associate Professor

Computer Science and Engineering

Pennsylvania State University

Advanced Bandit Algorithms Research

Advanced Graph Neural Networks

Machine Learning and Algorithms

Sparse and Compressive Sensing Techniques

+1

D

Debarati Das

Assistant Professor

Computer Science and Engineering

Pennsylvania State University

Bayesian Modeling and Causal Inference

Graph Theory and Algorithms

Machine Learning and Algorithms

A

Antonio Blanca

Associate Professor

Computer Science and Engineering

Pennsylvania State University

Bayesian Methods and Mixture Models

Machine Learning and Algorithms

Markov Chains and Monte Carlo Methods

Stochastic Processes and Statistical Mechanics

+1

X

Xiaoli Fern

Associate Professor

Electrical Engineering and Computer Science

Oregon State University

Artificial Intelligence and Robotics

Data Science and Engineering

Topic Modeling

Natural Language Processing Techniques

+3

A

Alan Fern

Professor

Electrical Engineering and Computer Science

Oregon State University

Artificial Intelligence and Robotics

Data Science and Engineering

Reinforcement Learning in Robotics

Machine Learning and Algorithms

+3

T

Thomas G. Dietterich

Distinguished Professor Emeritus

Electrical Engineering and Computer Science

Oregon State University

Artificial Intelligence and Robotics

Data Science and Engineering

Machine Learning and Data Classification

Machine Learning and Algorithms

+3

A

Ali Ahmad Malik

Assistant Professor

Computer Science

Oakland University

Algorithms and Data Compression

Data Mining Algorithms and Applications

Imbalanced Data Classification Techniques

Machine Learning and Algorithms

+1

P

Trustworthy Machine Learning

Machine Learning and Algorithms

Domain Adaptation and Few-Shot Learning

+3

J

Professor

Computational Biology

Machine Learning

Robotics

+5

E

Eric Nalisnick

Assistant Professor

Computer Science

Johns Hopkins University

Machine Learning

Gaussian Processes and Bayesian Inference

Generative Adversarial Networks and Image Synthesis

Topic Modeling

+2

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

Imbalanced Data Classification Techniques

Machine Learning and Algorithms

+1

J

Jan van den Brand

Assistant Professor

College of Computing

Georgia Institute of Technology

Advanced Graph Theory Research

Complexity and Algorithms in Graphs

Machine Learning and Algorithms

Optimization and Search Problems

+1