240 发简信
IP属地:福建
  • Estimation, Optimization, and Parallelism when Data is Sparse

    1. Abstract study stochastic optimization problems when the data is sparse. 研究数据稀疏的随机优化...

  • Deep learning with Elastic Averaging SGD

    1. Abstract A new algorithm is proposed in this setting where the communication and coo...

  • 1-Bit Stochastic Gradient Descent and its Application to Data-Parallel Distributed Training of Speech DNNs

    1. Abstract At no or nearly no loss of accuracy, quantize the gradients aggressively—to...

  • Delay-Tolerant Algorithms for Asynchronous Distributed Online Learning

    1. Abstract Adaptive gradient methods,adapt not only to the sequence of gradients, but ...

  • A Streaming Parallel Decision Tree Algorithm

    1. Abstract processors快速构建histogram,把数据压缩到固定的大小 master processor找到近似最优的split点 分析了算法的准确性...