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Stochastic Gradient Optimization Techniques Research Faculty | GradNova

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Stochastic Gradient Optimization Techniques

Stochastic Gradient Optimization Techniques

49 faculty research Stochastic Gradient Optimization Techniques on GradNova.

A

Assistant Professor

Computer Science

Yale University

Advanced Bandit Algorithms Research

Markov Chains and Monte Carlo Methods

Sparse and Compressive Sensing Techniques

Statistical Methods and Inference

+1

N

Nisheeth Vishnoi

A. Bartlett Giamatti Professor

Computer Science

Yale University

Advanced Graph Theory Research

Complexity and Algorithms in Graphs

Machine Learning and Algorithms

Markov Chains and Monte Carlo Methods

+1

T

Associate Professor

Computer Science

Worcester Polytechnic Institute

Machine Learning

System Mechanisms

Cloud Computing and Resource Management

IoT and Edge/fog Computing

+3

P

Prashant Khanduri

Assistant Professor, Computer Science

Computer Science

Wayne State University

Distributed Sensor Networks and Detection Algorithms

Privacy-Preserving Technologies in Data

Sparse and Compressive Sensing Techniques

Stochastic Gradient Optimization Techniques

+1

T

Assistant Professor

Computer Science

Antenna Design and Analysis

Complexity and Algorithms in Graphs

Cryptography and Data Security

Privacy-Preserving Technologies in Data

+1

S

Shivaram Venkataraman

Assistant Professor

Computer Science

University of Wisconsin–Madison

Advanced Data Storage Technologies

Cloud Computing and Resource Management

IoT and Edge/fog Computing

Parallel Computing and Optimization Techniques

+1

J

Jelena Diakonikolas

Assistant Professor

Computer Science

University of Wisconsin–Madison

Advanced Optimization Algorithms Research

Full-Duplex Wireless Communications

Optimization and Variational Analysis

Sparse and Compressive Sensing Techniques

+1

Y

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

H

Assistant Professor

David R. Cheriton School of Computer Science

University of Waterloo

Blockchain Technology Applications and Security

Cloud Computing and Resource Management

Cryptography and Data Security

Parallel Computing and Optimization Techniques

+1

Y

Associate Professor

David R. Cheriton School of Computer Science

University of Waterloo

Adversarial Robustness in Machine Learning

Domain Adaptation and Few-Shot Learning

Face and Expression Recognition

Sparse and Compressive Sensing Techniques

+1

G

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

S

Assistant Professor, Management Sciences

David R. Cheriton School of Computer Science

University of Waterloo

Advanced Bandit Algorithms Research

Advanced Optimization Algorithms Research

Risk and Portfolio Optimization

Sparse and Compressive Sensing Techniques

+1

V

Vijay Bhattiprolu

Assistant Professor, Combinatorics and Optimization

David R. Cheriton School of Computer Science

University of Waterloo

Complexity and Algorithms in Graphs

Cryptography and Data Security

Stochastic Gradient Optimization Techniques

Y

Associate Professor

Computer Science

University of Washington

Theoretical Computer Science

Complexity and Algorithms in Graphs

Optimization and Search Problems

Advanced Graph Theory Research

+2

S

Salman Avestimehr

Dean's Professor of Electrical and Computer Engineering and Professor of Electrical and Computer Engineering and Computer Science

Computer Science

University of Southern California

Adversarial Robustness in Machine Learning

Cooperative Communication and Network Coding

Cryptography and Data Security

Privacy-Preserving Technologies in Data

+1

A

Alejandro Ribeiro

Professor

Computer Science

University of Pennsylvania

Advanced Graph Neural Networks

Complex Network Analysis Techniques

Distributed Control Multi-Agent Systems

Sparse and Compressive Sensing Techniques

+1

Q

Assistant Professor and Associate Head (Interim)

Computer Science

University of North Carolina at Greensboro

Advanced Neural Network Applications

Domain Adaptation and Few-Shot Learning

Microbial Community Ecology and Physiology

Sparse and Compressive Sensing Techniques

+1

J

Joy Upton Azzam

Teaching Assistant Professor

Computer Science

University of Minnesota

Advanced Image Processing Techniques

Advanced Optimization Algorithms Research

Matrix Theory and Algorithms

Sparse and Compressive Sensing Techniques

+1

A

Assistant Professor

Computer Science

University of Minnesota

Advanced Data Storage Technologies

Cloud Computing and Resource Management

Cryptography and Data Security

Privacy-Preserving Technologies in Data

+1

B

Assistant Professor

Computer Science

University of Colorado Boulder

Complex Systems and Decision Making

Face and Expression Recognition

Statistical Methods and Inference

Stochastic Gradient Optimization Techniques

C

Claire Monteleoni

Professor

Computer Science

University of Colorado Boulder

Advanced Bandit Algorithms Research

Climate Variability and Models

Hydrological Forecasting Using AI

Meteorological Phenomena and Simulations

+1

H

Assistant Instructional Professor of Computer Science

Computer Science

University of Chicago

Advanced Data Storage Technologies

Distributed and Parallel Computing Systems

Matrix Theory and Algorithms

Parallel Computing and Optimization Techniques

+1

Q

Assistant Professor

Computer Science

University of Central Florida

Adversarial Robustness in Machine Learning

Cryptography and Data Security

Cryptography and Residue Arithmetic

Privacy-Preserving Technologies in Data

+1

A

Amrit Singh Bedi

Assistant Professor

Computer Science

University of Central Florida

Advanced Bandit Algorithms Research

Distributed Control Multi-Agent Systems

Reinforcement Learning in Robotics

Sparse and Compressive Sensing Techniques

+1