Khirirat, Sarit

1. The Convergence of Sparsified Gradient Methods
   2018/09/27 by Dan Alistarh, Alistarh, Dan, Torsten Hoefler +9 · 17 citations
   Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
2. Distributed learning with compressed gradients
   2018/06/18 by Sarit Khirirat, Khirirat, Sarit, Hamid Reza Feyzmahdavian +3 · 12 citations
   Computer Science · Engineering · #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
3. Zeroth-Order Randomized Subspace Newton Methods
   2022/02/09 by Erik Berglund, Sarit Khirirat, Berglund, Erik +3 · 1 citation
   Computer Science · Engineering · #FOS: Mathematics #Machine Learning and Algorithms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
4. Error Feedback under (L₀,L₁)-Smoothness: Normalization and Momentum
   2024/10/22 by Khirirat, Sarit, Sadiev, Abdurakhmon, Riabinin, Artem +2 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Compressed Gradient Methods with Hessian-Aided Error Compensation
   2019/09/23 by Khirirat, Sarit, Magnússon, Sindri, Johansson, Mikael · 1 citation
   #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Signal Processing (eess.SP) #electronic engineering #information engineering
6. Balancing Privacy and Performance for Private Federated Learning Algorithms
   2023/04/11 by Xiangjian Hou, Hou, Xiangjian, Sarit Khirirat +5 · 1 citation
   Computer Science · Mathematics · #Advanced Causal Inference Techniques #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #electronic engineering #information engineering
7. Clip21: Error Feedback for Gradient Clipping
   2023/05/30 by Sarit Khirirat, Eduard Gorbunov, Khirirat, Sarit +9 · 1 citation
   Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Privacy-Preserving Technologies in Data #Sparse and Compressive Sensing Techniques
8. Collaborative Value Function Estimation Under Model Mismatch: A Federated Temporal Difference Analysis
   2025/03/21 by Beikmohammadi, Ali, Khirirat, Sarit, Richtárik, Peter +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)