Alexandra Peşte

1. Sparsity in Deep Learning: Pruning and growth for efficient inference\n and training in neural networks
   2021/01/31 by Torsten Hoefler, Hoefler, Torsten, Dan Alistarh +7 · 48 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Machine Learning and ELM #Neural and Evolutionary Computing (cs.NE)
2. SSSE: Efficiently Erasing Samples from Trained Machine Learning Models
   2021/07/08 by Alexandra Peşte, Peste, Alexandra, Dan Alistarh +3 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
3. Knowledge Distillation Performs Partial Variance Reduction
   2023/05/27 by Mher Safaryan, Alexandra Peşte, Safaryan, Mher +3 · 2 citations
   Computer Science · Physics and Astronomy · #Stochastic Gradient Optimization Techniques #Model Reduction and Neural Networks #Domain Adaptation and Few-Shot Learning