Trevor Gale

1. On the Opportunities and Risks of Foundation Models
   2021/08/16 by Rishi Bommasani, Bommasani, Rishi, Drew A. Hudson +233 · 11 voices · 600 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Topic Modeling
2. The State of Sparsity in Deep Neural Networks
   2019/02/25 by Trevor Gale, Erich Elsen, Gale, Trevor +3 · 1 voice · 69 citations
   Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Machine Learning and Data Classification #cs.LG #stat.ML
3. RecurrentGemma: Moving Past Transformers for Efficient Open Language Models
   2024/04/11 by Aleksandar Botev, Soham De, Botev, Aleksandar +127 · 1 voice · 11 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
4. Sparse GPU Kernels for Deep Learning
   2020/06/18 by Trevor Gale, Matei Zaharia, Gale, Trevor +5 · 1 voice · 14 citations
   #cs.LG #cs.DC #stat.ML
5. MegaBlocks: Efficient Sparse Training with Mixture-of-Experts
   2022/11/29 by Trevor Gale, Gale, Trevor, Deepak Narayanan +5 · 33 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques #Machine Learning and ELM
6. Fast Sparse ConvNets
   2019/11/21 by Erich Elsen, Elsen, Erich, Marat Dukhan +5 · 1 voice · 2 citations
   #cs.CV