Raghu Bollapragada
- Balancing Communication and Computation in Distributed Optimization
2017/09/09 by Albert S. Berahas, Raghu Bollapragada, Berahas, Albert S. +5 · 9 citations
Computer Science · Engineering · #Distributed Control Multi-Agent Systems #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- A Progressive Batching L-BFGS Method for Machine Learning
2018/02/15 by Raghu Bollapragada, Dheevatsa Mudigere, Bollapragada, Raghu +7 · 6 citations
Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Machine Learning and Algorithms
- An Adaptive Sampling Augmented Lagrangian Method for Stochastic Optimization with Deterministic Constraints
2023/05/01 by Raghu Bollapragada, Cem Karamanli, Bollapragada, Raghu +9 · 3 citations
Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #Stochastic Gradient Optimization Techniques #Topology Optimization in Engineering
- A Flexible Gradient Tracking Algorithmic Framework for Decentralized Optimization
2023/12/11 by Albert S. Berahas, Berahas, Albert S., Raghu Bollapragada +3 · 1 citation
Computer Science · #49M05 #49M37 #65K05 #90C06 #90C25 #90C30 #90C35 #Cooperative Communication and Network Coding #Distributed Control Multi-Agent Systems #FOS: Mathematics #Neural Networks Stability and Synchronization #Optimization and Control (math.OC)