Declarative Machine Learning Systems

16 July 2021

Papers citing "Declarative Machine Learning Systems"

8 / 8 papers shown

Title
Scaling Laws for Autoregressive Generative Modeling T. Henighan Jared Kaplan Mor Katz Mark Chen Christopher Hesse ... Nick Ryder Daniel M. Ziegler John Schulman Dario Amodei Sam McCandlish 112 432 0 28 Oct 2020
The Hardware Lottery Sara Hooker 92 212 0 14 Sep 2020
SQLFlow: A Bridge between SQL and Machine Learning Yucheng Wang Yang Yang Weiguo Zhu Yi Wu Xu Yan ... Wenjing Zhu Xiang Chen Wei Yan Mingjie Tang Yuan-ju Tang AI4CE 32 10 0 19 Jan 2020
Ludwig: a type-based declarative deep learning toolbox Piero Molino Yaroslav Dudin Sai Sumanth Miryala VLM 65 64 0 17 Sep 2019
Overton: A Data System for Monitoring and Improving Machine-Learned Products Christopher Ré Feng Niu Pallavi Gudipati Charles Srisuwananukorn AI4TS 69 47 0 07 Sep 2019
Data Programming: Creating Large Training Sets, Quickly Alexander Ratner Christopher De Sa Sen Wu Daniel Selsam Christopher Ré 211 719 0 25 May 2016
Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization Lisha Li Kevin Jamieson Giulia DeSalvo Afshin Rostamizadeh Ameet Talwalkar 246 2,336 0 21 Mar 2016
MLlib: Machine Learning in Apache Spark Xiangrui Meng Joseph K. Bradley Burak Yavuz Evan R. Sparks Shivaram Venkataraman ... Reynold Xin Michael Franklin R. Zadeh Matei A. Zaharia Ameet Talwalkar 65 1,786 0 26 May 2015