23/08/2020
On sampling top-k recommendation evaluation
Dong Li, Ruoming Jin, Jing Gao, Zhi Liu
Keywords Paper
recommender systems, hit ratio, evaluation metric, top-k, recall
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0
0
0
14:42
23/08/2020
Diverse rule sets
Guangyi Zhang, Aristides Gionis
Keywords Paper
sampling, classifier, pattern mining, rule learning, diversification, rule sets
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0
0
0
9:41
23/08/2020
Structural patterns and generative models of real-world hypergraphs
Manh Tuan Do, Se-eun Yoon, Bryan Hooi, Kijung Shin
Keywords Paper
multi-level decomposition, connected component, singular-value distribution, degree distribution, clustering coefficient, diameter, decomposed graph, subset interaction
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0
0
0
17:39
23/08/2020
General-purpose user embeddings based on mobile app usage
Junqi Zhang, Bing Bai, Ye Lin and
Keywords Paper
embeddings, autoencoder, app usage, user modeling, transformer
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0
0
0
3:54
23/08/2020
Causal meta-mediation analysis: Inferring dose-response function from summary statistics of many randomized experiments
Zenan Wang, Xuan Yin, Tianbo Li, Liangjie Hong
Keywords Paper
causal inference, evaluation metric, experiment, dose-response function, a/b test, mediation analysis, business kpi, meta-analysis
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0
0
0
19:55
23/08/2020
Attention and memory-augmented networks for dual-view sequential learning
Yong He, Cheng Wang, Nan Li, Zhenyu Zeng
Keywords Paper
intra-attention, medication recommendation, history attention memory, invoice fraud detection, inter-attention, dual-view sequential learning, DRG classification, classification, dynamic external memory
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0
0
0
10:32
23/08/2020
How to count triangles, without seeing the whole graph
Suman K. Bera, C. Seshadhri
Keywords Paper
random walks, graph sampling, triangle counting
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0
0
0
19:02
23/08/2020
Salience and market-aware skill extraction for job targeting
Baoxu Shi, Jaewon Yang, Feng Guo, Qi He
Keywords Paper
job targeting, skill recommendation, skill inference
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0
0
0
17:44
23/08/2020
Learning to simulate human mobility
Jie Feng, Zeyu Yang, Fengli Xu and
Keywords Paper
mobility trajectory, gan, mobility simulation
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0
0
0
19:57
23/08/2020
On sampled metrics for item recommendation
Walid Krichene, Steffen Rendle
Keywords Paper
item recommendation, sampled metric, evaluation, metrics
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0
0
0
16:46
