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615840 Format: PDF Version: 1.7 Status: Well-Formed and valid SignatureMatches: PDF-hul MIMEtype: application/pdf PDFMetadata: Objects: 0 FreeObjects: 19 IncrementalUpdates: 0 DocumentCatalog: PageLayout: SinglePage PageMode: UseNone Language: en Outlines: Item: Title: Abstract Item: Title: 1 Introduction Item: Title: 2 Background Children: Item: Title: 2.1 LTR Approaches Item: Title: 3 Motivation Item: Title: 4 Related Work Children: Item: Title: 4.1 Metric-Specific Optimization Item: Title: 4.2 Optimization of Truncated Metrics Item: Title: 5 Optimization Alternatives for P@ k Children: Item: Title: 5.1 LambdaGap Item: Title: 5.2 LambdaRank-ARPbk Item: Title: 5.3 Binarizing Item: Title: 5.4 Combining Methods Item: Title: 5.5 Complexity Analysis Item: Title: 6 Experiments Children: Item: Title: 6.1 Datasets Item: Title: 6.2 Competing Methods Item: Title: 6.3 Fixed Hyperparameters Item: Title: 6.4 Hyperparameter Optimization Item: Title: 6.5 Effect of Item: Title: 7 Conclusion Item: 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