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2009.00524
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Tensor Relational Algebra for Machine Learning System Design
Proceedings of the VLDB Endowment (PVLDB), 2020
1 September 2020
Binhang Yuan
Dimitrije Jankov
Jia Zou
Yu-Shuen Tang
Daniel Bourgeois
C. Jermaine
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Papers citing
"Tensor Relational Algebra for Machine Learning System Design"
8 / 8 papers shown
InferF: Declarative Factorization of AI/ML Inferences over Joins
Kanchan Chowdhury
Lixi Zhou
Lulu Xie
Xinwei Fu
Jia Zou
106
1
0
25 Nov 2025
Privacy and Accuracy-Aware AI/ML Model Deduplication
Hong Guan
Lei Yu
Lixi Zhou
Li Xiong
Kanchan Chowdhury
Lulu Xie
Xusheng Xiao
Jia Zou
265
2
0
04 Mar 2025
Picachv: Formally Verified Data Use Policy Enforcement for Secure Data Analytics
Haobin Hiroki Chen
Hongbo Chen
Mingshen Sun
Chenghong Wang
Luyi Xing
315
0
0
17 Jan 2025
Transformer Architecture for NetsDB
Subodh Kamble
Kunal Sunil Kasodekar
AI4CE
170
0
0
08 May 2024
AMULET: Adaptive Matrix-Multiplication-Like Tasks
International Workshop on Data Management on New Hardware (DaMoN), 2023
Junyoung Kim
Kenneth Ross
Eric Sedlar
Lukas Stadler
255
1
0
12 May 2023
Stochastic Gradient Descent without Full Data Shuffle
The VLDB journal (VLDBJ), 2022
Lijie Xu
Delin Qu
Binhang Yuan
Jiawei Jiang
Cédric Renggli
...
Guoliang Li
Ji Liu
Wentao Wu
Jieping Ye
Ce Zhang
164
7
0
12 Jun 2022
Query Processing on Tensor Computation Runtimes
Proceedings of the VLDB Endowment (PVLDB), 2022
Dong He
Supun Nakandala
Dalitso Banda
Rathijit Sen
Karla Saur
Kwanghyun Park
Carlo Curino
Jesús Camacho-Rodríguez
Konstantinos Karanasos
Matteo Interlandi
475
51
0
03 Mar 2022
BAGUA: Scaling up Distributed Learning with System Relaxations
Shaoduo Gan
Xiangru Lian
Rui Wang
Jianbin Chang
Chengjun Liu
...
Jiawei Jiang
Binhang Yuan
Sen Yang
Ji Liu
Ce Zhang
413
35
0
03 Jul 2021
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