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RSS订阅原创 SIGIR2022|阿里菜鸟网络提出CTnoCVR优化低点击率高转化率预估
CTnoCVR: A Novelty Auxiliary Task Making theLower-CTR-Higher-CVR UpperDandan Zhang, Haotian Wu, Guanqi Zeng, Yao Yang, Weijiang Qiu, Yujie Chen, Haoyuan HuZhejiang Lab,Beijing Jiaotong University,C...
2023-06-25 07:50:47
331
原创 RecSys2019|Twitter如何解决点击率预估中的延迟反馈
Addressing Delayed Feedback for Continuous Training withNeural Networks in CTR predictionSofia Ira Ktena, Alykhan Tejani, Lucas Theis, Pranay Kumar Myana, Deepak Dilipkumar, Ferenc Huszá, Steven Yoo,...
2023-06-19 07:50:13
502
原创 IJCAI2020|京东联合香港理工提出注意力模型用于时延归因转化率预估
An Attention-based Model for Conversion Rate Prediction with Delayed Feedbackvia Post-click CalibrationYumin Su, Liang Zhang, Quanyu Dai, Bo Zhang, Jinyao Yan, Dan Wang, YongjunBao, Sulong Xu, Yang ...
2023-05-29 07:50:26
595
原创 CIKM2022|中科院联合腾讯提出基于知识蒸馏的校准转化率预估
Calibrated Conversion Rate Prediction via KnowledgeDistillation under Delayed Feedback in Online AdvertisingYuyao Guo, Haoming Li, Xiang Ao, Min Lu, Dapeng Liu, Lei Xiao,Jie Jiang, Qing HeChinese Ac...
2023-05-22 07:50:37
493
原创 NIPS2022|南京大学提出基于点击后行为的广义延迟反馈模型
Generalized Delayed Feedback Modelwith Post-Click Information in Recommender SystemsJia-Qi Yang De-Chuan ZhanNanjing Universityhttps://proceedings.neurips.cc/paper_files/paper/2022/file/a7f90da65dd41...
2023-05-15 07:50:15
405
原创 SIGIR2019|中科院联合清华提出基于ID嵌入Meta-Embedding算法优化冷启动广告
Warm Up Cold-start Advertisements: Improving CTRPredictions via Learning to Learn ID EmbeddingsFeiyang Pan, Shuokai Li, Xiang Ao, Pingzhong Tang, Qing HeTsinghua University,Chinese Academy of Scienc...
2022-09-26 07:50:42
635
原创 KDD2021|华为提出对偶图增强embedding神经网络DG-ENN用于CTR预估
Dual Graph enhanced Embedding Neural Network for CTRPredictionWei Guo, Rong Su, Renhao Tan, Huifeng Guo, Yingxue Zhang, Zhirong Liu,Ruiming Tang, Xiuqiang HeHuawei Noah’s Ark Labhttps://arxiv.org/pd...
2022-09-19 07:50:06
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原创 WWW2022|京东提出变分embedding学习框架VELF解决CTR预估冷启动问题
Alleviating Cold-start Problem in CTR Prediction with AVariational Embedding Learning FrameworkXiaoxiao Xu, Chen Yang, Qian Yu, Zhiwei Fang, Jiaxing Wang,Chaosheng Fan, Yang He, Changping Peng, Zhan...
2022-09-13 07:50:05
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原创 KDD2021|因果模型在实时竞价重复曝光次数中的应用
Causal Models for Real Time Bidding with Repeated UserInteractionsMartin Bompaire, Alexandre Gilotte, Benjamin HeymannCriteo AI Labhttps://hal.archives-ouvertes.fr/hal-02971865/document大部分在线广告的展示是通过实...
2022-09-05 07:50:22
440
原创 雅虎联合阿里提出转化率预估实用框架并用于在线展示广告
A Practical Framework of Conversion Rate Prediction for OnlineDisplay AdvertisingQuan Lu, Shengjun Pan, Liang Wang, Junwei Pan,Fengdan Wan,Hongxia YangYahoo! Inc,Alibaba Grouphttp://p...
2022-05-23 07:50:02
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原创 IJCAI2020|京东联合香港理工提出基于点击校准的注意力模型用于时延归因转化率预估...
An Attention-based Model for Conversion Rate Prediction with Delayed Feedbackvia Post-click CalibrationYumin Su, Liang Zhang, Quanyu Dai, Bo Zhang, Jinyao Yan, Dan Wang, YongjunBao, Sul...
2022-04-16 07:50:00
2183
原创 IJCAI2020|京东联合香港理工提出基于点击校准的注意力模型用于时延归因转化率预估...
An Attention-based Model for Conversion Rate Prediction with Delayed Feedbackvia Post-click CalibrationYumin Su, Liang Zhang, Quanyu Dai, Bo Zhang, Jinyao Yan, Dan Wang, YongjunBao, Sulong Xu, Yang ...
2022-04-16 07:50:00
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原创 WSDM2022|阿里联合中科院提出特征协同作用网络CAN用于点击率预估(已开源)
CAN: Feature Co-Action Networkfor Click-Through Rate PredictionWeijie Bian, Kailun Wu, Lejian...
2022-03-21 08:00:53
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原创 WSDM2022|阿里提出合约广告自适应统一分配框架AUAF(已开源)
An Adaptive Unified Allocation Frameworkfor Guaranteed Display AdvertisingXiao Cheng, Chuanr...
2022-03-14 07:50:00
571
原创 ICDM2019|阿里提出大规模个性化分发实时平滑算法并用于合约展示广告
Large-Scale Personalized Delivery for GuaranteedDisplay Advertising with Real-Time PacingZhen...
2022-03-07 07:50:00
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原创 微软提出实时竞价算法并用于效果展示广告分配
Real-Time Bidding Algorithms for Performance-BasedDisplay Ad AllocationYe Chen, Pavel Berkhin...
2022-02-28 07:30:00
478
原创 淘宝展示广告中的优化点击成本算法
Optimized Cost per Click in Taobao Display AdvertisingHan Zhu, Junqi Jin, Chang Tan, Fei Pan, ...
2022-02-21 07:50:00
1150
原创 在线定向广告中的预算控制算法
Budget Pacing for Targeted Online Advertisements atLinkedInDeepak Agarwal, Souvik Ghosh, Kai ...
2022-02-14 07:50:00
664
原创 KDD2021|清华联合雅虎|斯坦福大学|纽约大学提出竞价隐藏算法MEOW
MEOW: A Space-Efficient Non-Parametric Bid ShadingAlgorithmWei Zhang, Brendan Kitts, Yanjun H...
2022-01-24 07:50:00
316
原创 在线广告中的平滑预算控制实时竞价优化算法
Real Time Bid Optimization with Smooth Budget Deliveryin Online AdvertisingKuang-Chih Lee, Al...
2022-01-17 07:50:00
925
原创 KDD2021|雅虎提出高效深层分布网络竞价策略用于一阶广告拍卖竞价隐藏
An Efficient Deep Distribution Network for Bid Shading inFirst-Price AuctionsTian Zhou, Hao H...
2022-01-10 07:50:00
604
原创 KDD2021|华为联合上交提出CTR预估数值特征embedding学习框架AutoDis(已开源)
An Embedding Learning Framework for Numerical Features inCTR PredictionHuifeng Guo, Bo Chen, ...
2022-01-04 07:50:00
775
原创 KDD2021|腾讯联合中科院北航提出人群扩展算法MetaHeac并用于推荐和广告领域(已开源)...
Learning to Expand Audience via Meta Hybrid Experts andCritics for Recommendation and Adverti...
2021-12-27 07:50:00
990
原创 KDD2020|阿里提出多目标优化保量算法并用于优酷视频服务平台
Multi-objective Optimization for Guaranteed Delivery in VideoService PlatformHang Lei, Yin Zh...
2021-12-20 07:50:00
968
原创 KDD2020|腾讯联合中科大提出请求级别保量广告计划RAP
A Request-level Guaranteed Delivery Advertising Planning:Forecasting and AllocationHong Zhan...
2021-12-13 07:50:00
1461
原创 KDD2020|淘宝推荐中的特权特征蒸馏算法PFD
Privileged Features Distillation at Taobao RecommendationsChen Xu, Quan Li, Junfeng Ge, Jinyan...
2021-12-06 07:50:00
785
原创 KDD2020|阿里联合香港理工大学提出多任务多视角图表示学习框架M2GRL(已开源)
M2GRL: A Multi-task Multi-view Graph RepresentationLearning Framework for Web-scale Recommend...
2021-11-29 07:50:00
619
原创 KDD2020|字节联合密歇根州立大学提出推荐广告联合训练框架RAM(已开源)
Jointly Learning to Recommend and AdvertiseXiangyu Zhao, Xudong Zheng, Xiwang Yang, Xiaobing L...
2021-11-22 07:50:00
749
原创 KDD2020|阿里联合清华提出多兴趣框架ComiRec用于序列推荐(已开源)
Controllable Multi-Interest Framework for RecommendationYukuo Cen, Jianwei Zhang, Xu Zou, Chan...
2021-11-15 07:50:00
943
原创 KDD2020|京东提出图像类别卷积神经网络CSCNN用于视觉感知CTR预估
Category-Specific CNN for Visual-aware CTR Prediction atJD.comHu Liu, Jing Lu, Hao Yang, Xiwe...
2021-11-08 07:50:00
3464
原创 亚马逊联合纽约州立大学提出元学习算法MetaBridge用于电商有限标注数据情况下自动验证文本属性...
Automatic Validation of Textual Attribute Values in E-commerceCatalog by Learning with Limite...
2021-11-01 07:50:00
557
原创 KDD2020|腾讯基于app使用行为提出AETN用于构建通用型user-embedding(已开源)
General-Purpose User Embeddings based on Mobile App UsageJunqi Zhang1, Bing Bai, Ye Lin, Jian ...
2021-10-25 07:50:00
538
原创 KDD2020|阿里联合武大提出对偶异构图注意力网络DHGAT用于提升长尾商铺搜索效果...
A Dual Heterogeneous Graph Attention Network to ImproveLong-Tail Performance for Shop Search ...
2021-10-18 07:50:00
258
原创 KDD2020|蚂蚁金服提出人群扩展算法Hubble用于智能营销
Hubble: An Industrial System for Audience Expansionin Mobile MarketingChenyi Zhuang, Ziqi Liu...
2021-10-11 07:50:00
806
原创 实时注意力lookalike模型RALM在推荐系统中的应用
Real-time Attention Based Look-alike Model for RecommenderSystemYudan Liu, Kaikai Ge, Xu Zhan...
2021-09-26 07:50:00
716
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原创 召回--联合训练树的索引和深层模型在推荐系统中的应用
Joint Optimization of Tree-based Index and DeepModel for Recommender SystemsHan Zhu, Daqing C...
2021-09-13 07:50:00
219
转载 终于有人把计算机视觉讲明白了！
人工智能正在席卷全球，纵观历史上的三次工业革命，使得人类摆脱了重体力劳动、精细体力劳动、简单体力劳动。而人工智能作为“第四次工业革命”，很有可能将会带来让人类不必在简单思考判断类劳动上消耗...
2021-09-06 07:50:00
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原创 深度神经网络在Youtube推荐中的应用--开篇作之一--含部分实用技巧
Deep Neural Networks for YouTube RecommendationsPaul Covington, Jay Adams, Emre SarginGoogleh...
2021-09-06 07:50:00
192
原创 BERT深层双向Transformers预训练在语言理解中的应用
BERT: Pre-training of Deep Bidirectional Transformers forLanguage UnderstandingJacob Devlin，M...
2021-08-30 07:50:00
179
原创 异构mini图网络在欺诈邀请检测中的应用(已开源)
Heterogeneous Mini-Graph Neural Network and ItsApplication to Fraud Invitation DetectionYong-...
2021-08-23 07:50:00
287
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