Joseph Gonzalez

1. GraphLab: A New Framework for Parallel Machine Learning
   2010/06/25 by Yucheng Low, Joseph Gonzalez, Aapo Kyrola +3 · 1 voice · 3 citations
   #cs.LG #cs.DC
2. Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions
   2017/11/22 by Bichen Wu, Alvin Wan, Wu, Bichen +16 · 1 voice · 13 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Face recognition and analysis #cs.CV
3. Specifications: The missing link to making the development of LLM systems an engineering discipline
   2024/11/25 by Ion Stoica, Matei Zaharia, Stoica, Ion +22 · 2 voices · 5 citations
   Decision Sciences · Engineering · Mathematics · #Manufacturing Process and Optimization #Modeling, Simulation, and Optimization #Simulation Techniques and Applications #cs.AI #cs.CL #cs.SE
4. The Carbon Footprint of Machine Learning Training Will Plateau, Then Shrink
   2022/06/28 by David Patterson, David S. Patterson, Joseph E. Gonzalez +13 · 15 citations
   Computer Science · #Explainable Artificial Intelligence (XAI)
5. M²RNN: Non-Linear RNNs with Matrix-Valued States for Scalable Language Modeling
   2026/03/15 by Mayank Mishra, Shawn Tan, Ion Stoica +2 · 2 voices
   #cs.LG #cs.AI