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Approximate Query Processing using Deep Generative Models
v1v2v3 (latest)

Approximate Query Processing using Deep Generative Models

24 March 2019
Saravanan Thirumuruganathan
Shohedul Hasan
Nick Koudas
Gautam Das
ArXiv (abs)PDFHTML

Papers citing "Approximate Query Processing using Deep Generative Models"

11 / 11 papers shown
Denoising Refinement Diffusion Models for Simultaneous Generation of Multi-scale Mobile Network Traffic
Denoising Refinement Diffusion Models for Simultaneous Generation of Multi-scale Mobile Network Traffic
Xiaoqian Qi
Haoye Chai
Sichang Liu
Lei Yue
Raoyuan Pan
Yue Wang
Yong Li
DiffM
80
0
0
30 Oct 2025
Short-length SSVEP data extension by a novel generative adversarial
  networks based framework
Short-length SSVEP data extension by a novel generative adversarial networks based frameworkCognitive Neurodynamics (Cogn Neurodyn), 2023
Yudong Pan
Ning Li
Yangsong Zhang
Peng Xu
Dezhong Yao
348
13
0
13 Jan 2023
GAN-based Tabular Data Generator for Constructing Synopsis in
  Approximate Query Processing: Challenges and Solutions
GAN-based Tabular Data Generator for Constructing Synopsis in Approximate Query Processing: Challenges and Solutions
M. Fallahian
Mohsen Dorodchi
Kyle Kreth
147
8
0
18 Dec 2022
Detect, Distill and Update: Learned DB Systems Facing Out of
  Distribution Data
Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data
M. Kurmanji
Peter Triantafillou
OODAAML
199
23
0
11 Oct 2022
Electra: Conditional Generative Model based Predicate-Aware Query
  Approximation
Electra: Conditional Generative Model based Predicate-Aware Query ApproximationAAAI Conference on Artificial Intelligence (AAAI), 2022
Nikhil Sheoran
Subrata Mitra
Vibhor Porwal
Siddharth Ghetia
Jatin Varshney
Tung Mai
Anup B. Rao
Vikas Maddukuri
255
14
0
28 Jan 2022
MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without
  Retraining
MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining
Ahmed Imtiaz Humayun
Randall Balestriero
Richard Baraniuk
OOD
426
32
0
15 Oct 2021
Approximate Query Processing for Group-By Queries based on Conditional
  Generative Models
Approximate Query Processing for Group-By Queries based on Conditional Generative Models
Meifan Zhang
Hongzhi Wang
132
6
0
08 Jan 2021
Are We Ready For Learned Cardinality Estimation?
Are We Ready For Learned Cardinality Estimation?Proceedings of the VLDB Endowment (PVLDB), 2020
Xiaoying Wang
Changbo Qu
Weiyuan Wu
Jiannan Wang
Qingqing Zhou
350
142
0
12 Dec 2020
FLAT: Fast, Lightweight and Accurate Method for Cardinality Estimation
FLAT: Fast, Lightweight and Accurate Method for Cardinality EstimationProceedings of the VLDB Endowment (PVLDB), 2020
Rong Zhu
Ziniu Wu
Yuxing Han
Kai Zeng
A. Pfadler
Zhengping Qian
Jingren Zhou
Tengjiao Wang
370
113
0
18 Nov 2020
Approximating Aggregated SQL Queries With LSTM Networks
Approximating Aggregated SQL Queries With LSTM NetworksIEEE International Joint Conference on Neural Network (IJCNN), 2020
Nir Regev
Lior Rokach
A. Shabtai
308
3
0
25 Oct 2020
Mosaic: A Sample-Based Database System for Open World Query Processing
Mosaic: A Sample-Based Database System for Open World Query ProcessingConference on Innovative Data Systems Research (CIDR), 2019
Laurel J. Orr
Samuel K. Ainsworth
Walter Cai
Kevin Jamieson
Magdalena Balazinska
Dan Suciu
290
7
0
17 Dec 2019
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