GradNova

GradNova

Find faculty who want students like you. Stop guessing — match with the right advisor.

Product

Find Faculty Universities Research Topics Sign In Claim Faculty Profile

Resources

FAQ Blog Contact Us

Legal

Privacy Policy Terms of Service

© 2026 GradNova. All rights reserved.

GradNova is not affiliated with any university. Match scores are AI-generated estimates.

Stochastic Gradient Optimization Techniques Research Faculty | GradNova

/

/

Stochastic Gradient Optimization Techniques

Stochastic Gradient Optimization Techniques

49 faculty research Stochastic Gradient Optimization Techniques on GradNova.

E

Evangelos Chatziafratis

Assistant Professor

Computer Science and Engineering

University of California, Santa Cruz

Model Reduction and Neural Networks

Network Security and Intrusion Detection

Neural Networks and Applications

Smart Grid Security and Resilience

+1

X

Professor

Computer Science

University of California, Irvine

Model Reduction and Neural Networks

Numerical Methods in Inverse Problems

Stochastic Gradient Optimization Techniques

I

Ioannis Panageas

Assistant Professor

Computer Science

University of California, Irvine

Advanced Bandit Algorithms Research

Evolutionary Game Theory and Cooperation

Game Theory and Applications

Reinforcement Learning in Robotics

+1

B

Professor

Computer Science

University of California, Berkeley

Artificial Intelligence (ai)

Control, Intelligent Systems, and Robotics (cir)

Signal Processing (sp)

Sparse and Compressive Sensing Techniques

+4

A

Assistant Professor

Computer Science

Tufts University

Algorithm Unrolling for Signal Processing

Applied Optimization

Compressive Sensing

Dictionary Learning

+11

K

Assistant Professor

Computer Science

The University of Texas at Austin

Machine Learning

Theoretical Computer Science

Markov Chains and Monte Carlo Methods

Sparse and Compressive Sensing Techniques

+3

H

Assistant Professor

Computer Science

Temple University

Machine Learning

Machine Learning & Data Mining

Stochastic Gradient Optimization Techniques

Privacy-Preserving Technologies in Data

+3

M

Donald E. Knuth Professor

Computer Science

Stanford University

Complexity and Algorithms in Graphs

Facility Location and Emergency Management

Stochastic Gradient Optimization Techniques

B

Bartolomeo Stellato

Associated Faculty

Computer Science

Princeton University

Machine Learning

Sparse and Compressive Sensing Techniques

Advanced Optimization Algorithms Research

+1

S

Charles C. Fitzmorris Professor

Computer Science

Princeton University

Machine Learning

Natural Language Processing

Theoretical Computer Science

Complexity and Algorithms in Graphs

+4

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

K

Assistant Professor

Computer Science and Engineering

Pennsylvania State University

Cryptography and Data Security

Energy Harvesting in Wireless Networks

Parallel Computing and Optimization Techniques

Privacy-Preserving Technologies in Data

+1

D

Professor

Computer Science and Engineering

Pennsylvania State University

Cryptography and Data Security

Handwritten Text Recognition Techniques

Privacy, Security, and Data Protection

Privacy-Preserving Technologies in Data

+1

R

Associate Professor

Computer Science

Johns Hopkins University

Applications to Speech and Language Processing

Machine Learning

Statistical Signal Processing

Stochastic Approximation Algorithms

+5

X

Post-doctoral Researcher

College of Computing

Georgia Institute of Technology

Advanced Chemical Physics Studies

Electromagnetic Scattering and Analysis

Matrix Theory and Algorithms

Stochastic Gradient Optimization Techniques

+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

X

Visiting Assistant Teaching Professor

Computer Science

Florida International University

Advanced Data Storage Technologies

Advanced Neural Network Applications

Parallel Computing and Optimization Techniques

Privacy-Preserving Technologies in Data

+1

S

Assistant Professor

Computer Science

Colorado School of Mines

Advanced Optimization Algorithms Research

Model Reduction and Neural Networks

Sparse and Compressive Sensing Techniques

Stochastic Gradient Optimization Techniques

+1

D

Professor

Computer Science

Carnegie Mellon University

Complexity and Algorithms in Graphs

Cryptography and Data Security

Machine Learning and Algorithms

Sparse and Compressive Sensing Techniques

+1

Z

Assistant Professor

Computer Science

Carnegie Mellon University

Advanced Graph Neural Networks

Advanced Neural Network Applications

Parallel Computing and Optimization Techniques

Stochastic Gradient Optimization Techniques

+1

V

Associate Professor without Tenure

Computer Science

Carnegie Mellon University

Advanced Neural Network Applications

Domain Adaptation and Few-Shot Learning

Machine Learning and Data Classification

Privacy-Preserving Technologies in Data

+1

A

Ameet Talwalkar

Associate Professor with Tenure

Computer Science

Carnegie Mellon University

Domain Adaptation and Few-Shot Learning

Explainable Artificial Intelligence (xai)

Machine Learning and Data Classification

Sparse and Compressive Sensing Techniques

+1

A

Assistant Professor

Computer Science

Boston University

Cooperative Communication and Network Coding

Distributed Control Multi-Agent Systems

Distributed Sensor Networks and Detection Algorithms

Sparse and Compressive Sensing Techniques

+1

A

Associate Professor

Computer Science

Boston University

Advanced Graph Theory Research

Complexity and Algorithms in Graphs

Cryptography and Data Security

Optimization and Search Problems

+1