Managing ML Pipelines: Feature Stores and the Coming Wave of Embedding Ecosystems

11 August 2021

Papers citing "Managing ML Pipelines: Feature Stores and the Coming Wave of Embedding Ecosystems"

8 / 8 papers shown

Title
EnergAt: Fine-Grained Energy Attribution for Multi-Tenancy Hongyu Hè Michal Friedman Theodoros Rekatsinas 29 7 0 11 Jul 2023
Managed Geo-Distributed Feature Store: Architecture and System Design A. Li Bhala Ranganathan Feng Pan M. Zhang Qianjun Xu Runhan Li Sethu Raman Shail Paragbhai Shah Vivienne Tang 17 0 0 31 May 2023
Efficient Multi-stage Inference on Tabular Data Daniel S Johnson Igor L. Markov 30 0 0 21 Mar 2023
SHiFT: An Efficient, Flexible Search Engine for Transfer Learning Cédric Renggli Xiaozhe Yao Luka Kolar Luka Rimanic Ana Klimovic Ce Zhang OOD 35 4 0 04 Apr 2022
Fix your Models by Fixing your Datasets Atindriyo Sanyal Vikram Chatterji Nidhi Vyas Ben Epstein Nikita Demir Anthony Corletti 18 3 0 15 Dec 2021
Looper: An end-to-end ML platform for product decisions I. Markov Hanson Wang Nitya Kasturi Shaun Singh Szeto Wai Yuen ... Michael Belkin Sal Uryasev Sam Howie E. Bakshy Norm Zhou OffRL 31 15 0 14 Oct 2021
Robustness Gym: Unifying the NLP Evaluation Landscape Karan Goel Nazneen Rajani Jesse Vig Samson Tan Jason M. Wu Stephan Zheng Caiming Xiong Joey Tianyi Zhou Christopher Ré AAML OffRL OOD 151 136 0 13 Jan 2021
Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation Laurel J. Orr Megan Leszczynski Simran Arora Sen Wu Neel Guha Xiao Ling Christopher Ré 140 48 0 20 Oct 2020