Alex Bäuerle

schoolSigma Computingbar_chart#8110 Global Rank

Total Papers

HCI Rank

#8110

Research Areas

Years Active

Recent Publications

VegaProf: Profiling Vega Visualizations

Domain-specific languages (DSLs) for visualization aim to facilitate visualization creation by providing abstractions that offload implementation and execution details from users to the system layer. Therefore, DSLs often execute user-defined specifications by transforming them into intermediate representations (IRs)…

CHI '221st AuthorExplainable AI (XAI) +3

Symphony: Composing Interactive Interfaces for Machine Learning

Interfaces for machine learning (ML), information and visualizations about models or data, can help practitioners build robust and responsible ML systems. Despite their benefits, recent studies of ML teams and our interviews with practitioners (n=9) showed that ML interfaces have limited adoption in practice. While ex…

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