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Stochastic Gradient Optimization Techniques

Stochastic Gradient Optimization Techniques

131 faculty research Stochastic Gradient Optimization Techniques on GradNova.

D
Advanced Memory and Neural Computing
Ferroelectric and Negative Capacitance Devices
Generative Adversarial Networks and Image Synthesis
Sparse and Compressive Sensing Techniques
+1
T
Tianbao Yang

Professor, Computer Science & Engineering

Computer Science

Texas A&M University

Advanced Control Systems Optimization
Computational Drug Discovery Methods
Fault Detection and Control Systems
Network Security and Intrusion Detection
+6
H
Machine Learning
Machine Learning & Data Mining
Privacy-Preserving Technologies in Data
Stochastic Gradient Optimization Techniques
+3
Z
Advanced Image and Video Retrieval Techniques
Advanced Neural Network Applications
Natural Language Processing Techniques
Stochastic Gradient Optimization Techniques
+1
M
Moses Charikar

Donald E. Knuth Professor and Professor, by courtesy, of Mathematics

Computer Science

Stanford University

Complexity and Algorithms in Graphs
Facility Location and Emergency Management
Stochastic Gradient Optimization Techniques
M
Adversarial Robustness in Machine Learning
Caching and Content Delivery
Cooperative Communication and Network Coding
Privacy-Preserving Technologies in Data
+1
A
Cryptography and Data Security
Legal Case Studies and Regulations
Mobile Crowdsensing and Crowdsourcing
Privacy-Preserving Technologies in Data
+1
A
Advanced Malware Detection Techniques
Face and Expression Recognition
Sparse and Compressive Sensing Techniques
Stochastic Gradient Optimization Techniques
+1
B
Bartolomeo Stellato

Associated Faculty, Department of Operations Research & Financial Engineering

Computer Science

Princeton University

Machine Learning
Robotics
Advanced Optimization Algorithms Research
Advanced Control Systems Optimization
+3
B
Ben Raphael

Graduate Class of 1991 Professor of Computer Science

Computer Science

Princeton University

Computational Biology
Sparse and Compressive Sensing Techniques
Stochastic Gradient Optimization Techniques
Markov Chains and Monte Carlo Methods
S
Machine Learning
Natural Language Processing
Theoretical Computer Science
Complexity and Algorithms in Graphs
+4
M
Advanced Bandit Algorithms Research
Domain Adaptation and Few-Shot Learning
Machine Learning and Algorithms
Sparse and Compressive Sensing Techniques
+1
K
Cryptography and Data Security
Energy Harvesting in Wireless Networks
Parallel Computing and Optimization Techniques
Privacy-Preserving Technologies in Data
+1
D
Cryptography and Data Security
Handwritten Text Recognition Techniques
Privacy, Security, and Data Protection
Privacy-Preserving Technologies in Data
+1
Z
Zhihui Zhu

Assistant Professor, Computer Science and Engineering

Computer Science and Engineering

The Ohio State University

Blind Source Separation Techniques
Image and Signal Denoising Methods
Microwave Imaging and Scattering Analysis
Sparse and Compressive Sensing Techniques
+1
R
Raef Bassily

Associate Professor, Computer Science and Engineering

Computer Science and Engineering

The Ohio State University

Cooperative Communication and Network Coding
Cryptography and Data Security
Privacy-Preserving Technologies in Data
Stochastic Gradient Optimization Techniques
+1
J
Algorithms and Complexity
Machine Learning
Machine Learning Heory
Theoretical Computer Science
+5
V
Vladimir Braverman

Associate Head of Faculty and Professor

Computer Science

Johns Hopkins University

Healthcare Applications
Machine Learning
Theoretical Computer Science
Sparse and Compressive Sensing Techniques
+4
R
Applications to Speech and Language Processing
Machine Learning
Statistical Signal Processing
Stochastic Approximation Algorithms
+5
X
Advanced Chemical Physics Studies
Electromagnetic Scattering and Analysis
Matrix Theory and Algorithms
Stochastic Gradient Optimization Techniques
+1
J
Advanced Graph Theory Research
Complexity and Algorithms in Graphs
Machine Learning and Algorithms
Optimization and Search Problems
+1
X
Advanced Data Storage Technologies
Advanced Neural Network Applications
Parallel Computing and Optimization Techniques
Privacy-Preserving Technologies in Data
+1
S
Advanced Optimization Algorithms Research
Gaussian Processes and Bayesian Inference
Model Reduction and Neural Networks
Sparse and Compressive Sensing Techniques
+1
D
Complexity and Algorithms in Graphs
Cryptography and Data Security
Machine Learning and Algorithms
Sparse and Compressive Sensing Techniques
+1
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