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SWE-Serve: Benchmarking Agentic Engineering For Production Inference Serving

2026 · 0 citations

We introduce SWE-Serve, a benchmark for evaluating agents on production inference engineering tasks. Implementing an inference feature can require coordinating multiple changes across the serving stack, including model support, runtime execution, and public APIs. Existing benchmarks provide limited coverage of production inference engineering: repository-level software engineering benchmarks do not target inference, while general terminal-agent benchmarks include only a few inference tasks. Dedi…

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Influential

Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R

2021 · 9719 citations

This is an open-access step-by-step guide to analyzing PLS models using R, especially using the SEMinR package and with in-depth case studies.

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Linked

Local Interpretable Model-Agnostic Explanations for Classification of Lymph Node Metastases

2019 · 150 citations

An application of explainable artificial intelligence on medical data is presented. There is an increasing demand in machine learning literature for such explainable models in health-related applications. This work aims to generate explanations on how a Convolutional Neural Network (CNN) detects tumor tissue in patches extracted from histology whole slide images. This is achieved using the "locally-interpretable model-agnostic explanations" methodology. Two publicly-available convolutional neura…

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