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Stochastic Gradient Optimization Techniques

Stochastic Gradient Optimization Techniques

52 faculty research Stochastic Gradient Optimization Techniques on GradNova.

A
Advanced Bandit Algorithms Research
Markov Chains and Monte Carlo Methods
Sparse and Compressive Sensing Techniques
Statistical Methods and Inference
+1
N
Advanced Graph Theory Research
Complexity and Algorithms in Graphs
Machine Learning and Algorithms
Markov Chains and Monte Carlo Methods
+1
T
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
Antenna Design and Analysis
Complexity and Algorithms in Graphs
Cryptography and Data Security
Privacy-Preserving Technologies in Data
+1
S
Advanced Data Storage Technologies
Cloud Computing and Resource Management
IoT and Edge/fog Computing
Parallel Computing and Optimization Techniques
+1
J
Advanced Optimization Algorithms Research
Full-Duplex Wireless Communications
Optimization and Variational Analysis
Sparse and Compressive Sensing Techniques
+1
Y
Complex Network Analysis Techniques
Machine Learning and Algorithms
Sparse and Compressive Sensing Techniques
Statistical Methods and Inference
+1
H
Blockchain Technology Applications and Security
Cloud Computing and Resource Management
Cryptography and Data Security
Parallel Computing and Optimization Techniques
+1
Y
Adversarial Robustness in Machine Learning
Domain Adaptation and Few-Shot Learning
Face and Expression Recognition
Sparse and Compressive Sensing Techniques
+1
G
Adversarial Robustness in Machine Learning
Cryptography and Data Security
Machine Learning and Algorithms
Privacy-Preserving Technologies in Data
+1
S
Advanced Bandit Algorithms Research
Advanced Optimization Algorithms Research
Risk and Portfolio Optimization
Sparse and Compressive Sensing Techniques
+1
V
Complexity and Algorithms in Graphs
Cryptography and Data Security
Stochastic Gradient Optimization Techniques
Y
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
Advanced Graph Neural Networks
Complex Network Analysis Techniques
Distributed Control Multi-Agent Systems
Sparse and Compressive Sensing Techniques
+1
Q
Qianqian Tong

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
Advanced Image Processing Techniques
Advanced Optimization Algorithms Research
Matrix Theory and Algorithms
Sparse and Compressive Sensing Techniques
+1
A
Advanced Data Storage Technologies
Cloud Computing and Resource Management
Cryptography and Data Security
Privacy-Preserving Technologies in Data
+1
B
Complex Systems and Decision Making
Face and Expression Recognition
Statistical Methods and Inference
Stochastic Gradient Optimization Techniques
C
Advanced Bandit Algorithms Research
Climate Variability and Models
Hydrological Forecasting Using AI
Meteorological Phenomena and Simulations
+1
H
Hannah Morgan

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
Adversarial Robustness in Machine Learning
Cryptography and Data Security
Cryptography and Residue Arithmetic
Privacy-Preserving Technologies in Data
+1
A
Advanced Bandit Algorithms Research
Distributed Control Multi-Agent Systems
Reinforcement Learning in Robotics
Sparse and Compressive Sensing Techniques
+1
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