GradNova

Sparse and Compressive Sensing Techniques

180 faculty research Sparse and Compressive Sensing Techniques on GradNova.

K

Krithika Manohar

Mechanical Engineering Assistant Professor

Department of Mechanical Engineering

University of Washington

Advanced Manufacturing

Data Science & Artificial Intelligence

Engineering and Manufacturing

+6

P

Peyman Mohajerin Esfahani

Associate Professor

Department of Mechanical and Industrial Engineering

University of Toronto

Advanced Control Systems Optimization

Control Systems and Identification

Fault Detection and Control Systems

Risk and Portfolio Optimization

+1

Y

Yuejian Chen, P.Eng.

Assistant Professor

Department of Mechanical Engineering

University of Manitoba

Machinery Dynamics and Diagnosis

Machine Fault Diagnosis Techniques

Sparse and Compressive Sensing Techniques

Structural Health Monitoring Techniques

+2

J

Associate Professor

Department of Mechanical and Industrial Engineering

University of Illinois Chicago

3D Surveying and Cultural Heritage

Inertial Sensor and Navigation

Nonlinear Waves and Solitons

Robotics and Sensor-Based Localization

+1

A

Assistant Professor

Department of Mechanical Engineering

The University of Texas at Dallas

Control and Optimization

Fluid Mechanics

Fluid Dynamics and Turbulent Flows

Probabilistic and Robust Engineering Design

+3

L

Leandro F. Maia

Assistant Professor

School of Mechanical, Industrial, and Manufacturing Engineering

Oregon State University

Industrial and Systems Engineering

Machine Learning

Stochastic Gradient Optimization Techniques

Advanced Optimization Algorithms Research

+3

S

Shahin Shahrampour

Associate Professor, Mechanical and Industrial Engineering

Department of Mechanical and Industrial Engineering

Northeastern University

Machine Learning

Multi-Agent Systems

Optimization and Control

Reinforcement Learning

+5

N

Associate Professor

Department of Mechanical Engineering

Massachusetts Institute of Technology

Domain Adaptation and Few-Shot Learning

Model Reduction and Neural Networks

Smart Grid Energy Management

Sparse and Compressive Sensing Techniques

+1

B

Assistant Professor

Electrical & Computer Engineering

Yale University

Gene Expression and Cancer Classification

Random Matrices and Applications

Single-Cell and Spatial Transcriptomics

Sparse and Compressive Sensing Techniques

+1

Y

Secondary Faculty, Professor

Computer Science

Yale University

Blind Source Separation Techniques

Microwave Imaging and Scattering Analysis

Reinforcement Learning in Robotics

Sparse and Compressive Sensing Techniques

+1

C

Christo Kurisummoottil Thomas

Assistant Professor, Electrical & Computer Engineering

Department of Electrical and Computer Engineering

Worcester Polytechnic Institute

Artificial General Intelligence (agi)-Native Wireless Systems

Semantic Communications

Statistical Signal Processing

Advanced MIMO Systems Optimization

+4

U

Ulugbek Kamilov

Leon and Elizabeth Janssen Associate Professor

Department of Electrical and Computer Engineering

University of Wisconsin–Madison

Advanced MRI Techniques and Applications

Image and Signal Denoising Methods

Medical Imaging Techniques and Applications

Photoacoustic and Ultrasonic Imaging

+1

V

Assistant Professor Department of Mathematics

Computer Science

University of Toronto

Machine Learning

Signal Processing

+5

S

Sushant Sachdeva

Associate Professor

Computer Science

University of Toronto

Algorithmic Problems From Statistics and Machine Learning

Approximation Algorithms

Design of Fast Algorithms, Particularly for Graph Problems and Optimization

Numerical Linear Algebra

+7

M

Maryam Mehri Dehnavi

Associate Professor

Computer Science

University of Toronto

Cloud Computing

Computer Architecture

+13

M

Associate Professor

Computer Science

University of Toronto

Graphical Models

Machine Learning

Machine Learning Theory

Optimization Algorithms

+6

M

Mihailo Jovanovic

Professor of Electrical and Computer Engineering and Aerospace and Mechanical Engineering

Ming Hsieh Department of Electrical and Computer Engineering

University of Southern California

Advanced Optimization Algorithms Research

Distributed Control Multi-Agent Systems

Fluid Dynamics and Turbulent Flows

Rheology and Fluid Dynamics Studies

+1

J

Justin P. Haldar

Professor of Electrical and Computer Engineering and Biomedical Engineering

Ming Hsieh Department of Electrical and Computer Engineering

University of Southern California

Advanced MRI Techniques and Applications

Advanced Neuroimaging Techniques and Applications

Medical Imaging Techniques and Applications

MRI in Cancer Diagnosis

+1

M

Meisam Razaviyayn

Andrew and Erna Viterbi Early Career Chair and Associate Professor Industrial and Systems Engineering, Computer Science, and Electrical and Computer Engineering

Computer Science

University of Southern California

Advanced MIMO Systems Optimization

Cooperative Communication and Network Coding

Privacy-Preserving Technologies in Data

Sparse and Compressive Sensing Techniques

+1

S

Sai Praneeth Karimireddy

Assistant Professor of Computer Science and Electrical and Computer Engineering

Computer Science

University of Southern California

Adversarial Robustness in Machine Learning

Cryptography and Data Security

Privacy-Preserving Technologies in Data

Sparse and Compressive Sensing Techniques

+1

A

Assistant Professor

Department of Electrical and Computer Engineering

University of Pittsburgh

Analog and Mixed-Signal Circuit Design

Digital Filter Design and Implementation

Image and Signal Denoising Methods

Sparse and Compressive Sensing Techniques

+1

A

Concurrent Professor, Computer Science and Engineering

Computer Science

University of Notre Dame

Human-Centered Analytics

Machine Learning

Predictive Modeling

Sparse and Compressive Sensing Techniques

+4

C

Assistant Professor

Department of Electrical Engineering

University of North Texas

Advanced Data Compression Techniques

Advanced Image Fusion Techniques

Distributed Control Multi-Agent Systems

Remote-Sensing Image Classification

+1

A

Assistant Professor of Practice

Electrical & Computer Engineering

University of Nebraska–Lincoln

Direction-Of-Arrival Estimation Techniques

Image and Signal Denoising Methods

Radar Systems and Signal Processing

Sparse and Compressive Sensing Techniques

+1

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