Bollapragada, Raghu

1. Balancing Communication and Computation in Distributed Optimization
   2017/09/09 by Albert S. Berahas, Berahas, Albert S., Raghu Bollapragada +5 · 6 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
2. Exact and Inexact Subsampled Newton Methods for Optimization
   2016/09/27 by Bollapragada, Raghu, Byrd, Richard, Nocedal, Jorge · 5 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Optimization and Control (math.OC)
3. Adaptive Sampling Strategies for Stochastic Optimization
   2017/10/30 by Bollapragada, Raghu, Byrd, Richard, Nocedal, Jorge · 4 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Optimization and Control (math.OC)
4. A Progressive Batching L-BFGS Method for Machine Learning
   2018/02/15 by Raghu Bollapragada, Dheevatsa Mudigere, Bollapragada, Raghu +7 · 4 citations
   Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Machine Learning and Algorithms
5. Balancing Communication and Computation in Gradient Tracking Algorithms for Decentralized Optimization
   2023/03/24 by Berahas, Albert S., Bollapragada, Raghu, Gupta, Shagun · 3 citations
   #FOS: Mathematics #Optimization and Control (math.OC)
6. An Adaptive Sampling Augmented Lagrangian Method for Stochastic Optimization with Deterministic Constraints
   2023/05/01 by Raghu Bollapragada, Cem Karamanli, Bollapragada, Raghu +9 · 2 citations
   Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #Stochastic Gradient Optimization Techniques #Topology Optimization in Engineering
7. Nonlinear Acceleration of Momentum and Primal-Dual Algorithms
   2018/10/10 by Bollapragada, Raghu, Scieur, Damien, d'Aspremont, Alexandre · 1 citation
   #FOS: Mathematics #Optimization and Control (math.OC)
8. Constrained and Composite Optimization via Adaptive Sampling Methods
   2020/12/31 by Xie, Yuchen, Bollapragada, Raghu, Byrd, Richard +1 · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Optimization and Control (math.OC)
9. Adaptive Sampling Quasi-Newton Methods for Zeroth-Order Stochastic Optimization
   2021/09/24 by Bollapragada, Raghu, Wild, Stefan M. · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Optimization and Control (math.OC)
10. An Adaptive Sampling Sequential Quadratic Programming Method for Equality Constrained Stochastic Optimization
    2022/06/01 by Berahas, Albert S., Bollapragada, Raghu, Zhou, Baoyu · 1 citation
    #FOS: Mathematics #Optimization and Control (math.OC)
11. A Flexible Gradient Tracking Algorithmic Framework for Decentralized Optimization
    2023/12/11 by Berahas, Albert S., Bollapragada, Raghu, Gupta, Shagun · 1 citation
    #49M05 #49M37 #65K05 #90C06 #90C25 #90C30 #90C35 #FOS: Mathematics #Optimization and Control (math.OC)