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Data Efficiency for Large Recommendation Models
v1v2 (latest)

Data Efficiency for Large Recommendation Models

8 October 2024
Kshitij Jain
Jingru Xie
Kevin Regan
Cheng Chen
Jie Han
Steve Li
Zhuoshu Li
Todd Phillips
Myles Sussman
Matt Troup
Angel Yu
Jia Zhuo
    OffRL
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Papers citing "Data Efficiency for Large Recommendation Models"

4 / 4 papers shown
Title
On the Factory Floor: ML Engineering for Industrial-Scale Ads
  Recommendation Models
On the Factory Floor: ML Engineering for Industrial-Scale Ads Recommendation Models
Rohan Anil
S. Gadanho
Danya Huang
Nijith Jacob
Zhuoshu Li
...
Cristina Pop
Kevin Regan
G. Shamir
Rakesh Shivanna
Qiqi Yan
3DV
90
42
0
12 Sep 2022
Understanding Scaling Laws for Recommendation Models
Understanding Scaling Laws for Recommendation Models
Newsha Ardalani
Carole-Jean Wu
Zeliang Chen
Bhargav Bhushanam
Adnan Aziz
90
31
0
17 Aug 2022
Scaling Laws for Neural Language Models
Scaling Laws for Neural Language Models
Jared Kaplan
Sam McCandlish
T. Henighan
Tom B. Brown
B. Chess
R. Child
Scott Gray
Alec Radford
Jeff Wu
Dario Amodei
651
4,921
0
23 Jan 2020
In-Datacenter Performance Analysis of a Tensor Processing Unit
In-Datacenter Performance Analysis of a Tensor Processing Unit
N. Jouppi
C. Young
Nishant Patil
David Patterson
Gaurav Agrawal
...
Vijay Vasudevan
Richard Walter
Walter Wang
Eric Wilcox
Doe Hyun Yoon
239
4,644
0
16 Apr 2017
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