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上海科技大学知识管理系统
ShanghaiTech University Knowledge Management System
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Automated Contrastive Learning Strategy Search for Time Series
会议论文
INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, PROCEEDINGS, Boise, ID, United states, October 21, 2024 - October 25, 2024
作者:
Jing, Baoyu
;
Wang, Yansen
;
Sui, Guoxin
;
Hong, Jing
;
He, Jingrui
Adobe PDF(1673Kb)
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收藏
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浏览/下载：231/39
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提交时间：2024/12/13
Adversarial machine learning
Federated learning
Reinforcement learning
Automated machine learning
Automated machines
Learn+
Learning paradigms
Learning strategy
Machine-learning
MicroSoft
Performance
Prior-knowledge
Times series
Automated Contrastive Learning Strategy Search for Time Series
会议论文
PROCEEDINGS OF THE 33RD ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, CIKM 2024, null,Boise,ID, OCT 21-25, 2024
作者:
Jing, Baoyu
;
Wang, Yansen
;
Sui, Guoxin
;
Hong, Jing
;
He, Jingrui
收藏
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浏览/下载：170/0
|
提交时间：2024/12/30
Time Series
Contrastive Learning
Automated Machine Learning
See Clicks Differently: Modeling User Clicking Alternatively with Multi Classifiers for CTR Prediction
会议论文
INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, PROCEEDINGS, Atlanta, GA, United states, October 17, 2022 - October 21, 2022
作者:
Lyu, Shiwei
;
Cai, Hongbo
;
Zhang, Chaohe
;
Ling, Shuai
;
Shen, Yue
Adobe PDF(863Kb)
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浏览/下载：318/1
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提交时间：2022/11/11
Behavioral research
Forecasting
Learning systems
User profile
Break down
Click rates
Click thought rate prediction
Clickthrough rates (CTR)
Indirect click history
Multi-classifier
Multitask learning
Rate predictions
Real-world
Time design
Multiple Instance Learning for Uplift Modeling
会议论文
INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, PROCEEDINGS, Atlanta, GA, United states, October 17, 2022 - October 21, 2022
作者:
Zhao, Yao
;
Zhang, Haipeng
;
Lyu, Shiwei
Adobe PDF(358Kb)
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收藏
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浏览/下载：236/0
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提交时间：2022/12/02
Learning systems
Average treatment effects
Control groups
Customer retention
Model method
Multiple-instance learning
Performance
Retention rate
Treatment effects
Treatment group
Uplift modeling
'Could You Describe the Reason for the Transfer?': A Reinforcement Learning Based Voice-Enabled Bot Protecting Customers from Financial Frauds
会议论文
INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, PROCEEDINGS, Virtual, Online, Australia, November 1, 2021 - November 5, 2021
作者:
Wang, Zihao
;
Wang, Fudong
;
Zhang, Haipeng
;
Yang, Minghui
;
Cao, Shaosheng
Adobe PDF(1897Kb)
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收藏
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浏览/下载：265/0
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提交时间：2021/12/03
Finance
Losses
Reinforcement learning
Sales
Speech processing
Dialog policy
Dialog risk detection
Dialogue systems
E
payments
Financial fraud
Financial loss
Outbound bot
Reinforcement learnings
Risk detections
Users' experiences
Inductive Matrix Completion Using Graph Autoencoder
会议论文
INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, PROCEEDINGS, Virtual, Online, Australia, November 1, 2021 - November 5, 2021
作者:
Shen, Wei
;
Zhang, Chuheng
;
Tian, Yun
;
Zeng, Liang
;
He, Xiaonan
Adobe PDF(2547Kb)
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浏览/下载：634/169
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提交时间：2021/12/03
Benchmarking
Embeddings
Graph structures
Graph theory
Matrix algebra
Auto encoders
Completion methods
Embeddings
Gae
based model
Graph neural networks
Graph patterns
Inductive matrix
Learn+
Matrix completion
Network
based
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