Optimization Algorithms, Including Convex and Non Convex Optimization, Distributed and Federated Learning, Iteration Complexity Bounds, Robust and Stochastic Optimization
1 faculty research Optimization Algorithms, Including Convex and Non Convex Optimization, Distributed and Federated Learning, Iteration Complexity Bounds, Robust and Stochastic Optimization on GradNova.
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Machine Learning, Including Generative Modelling, Representation Learning, Robustness, and Kernel Methods, as Well as Application to Computer Vision and Natural Language Processing
Optimization Algorithms, Including Convex and Non Convex Optimization, Distributed and Federated Learning, Iteration Complexity Bounds, Robust and Stochastic Optimization
Sparse and Compressive Sensing Techniques
Stochastic Gradient Optimization Techniques
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