Shivani Kapania
Management Science and Operations Research · 2021
A researcher in the Science corpus: 1 paper; trusts 1 researcher and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Management Science and Operations Research — 11 citations into it
Whom Shivani Kapania trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts Shivani Kapania overall
Papers from Shivani Kapania's perspective
Ordered by how strongly the researchers Shivani Kapania trusts endorse each paper. Same corpus, a different order for every researcher.
- Hidden Technical Debt in Machine Learning Systems
- Potter's Wheel: An Interactive Data Cleaning System
- ActiveClean: Interactive Data Cleaning For Statistical Modeling
- Concrete Problems in AI Safety
- Wrangler: interactive visual specification of data transformation scripts
- DataHub: Collaborative Data Science & Dataset Version Management at Scale
- Enterprise Data Analysis and Visualization: An Interview Study
- Investigating statistical machine learning as a tool for software development
- The Unreasonable Effectiveness of Data
- Software Engineering for Machine Learning: A Case Study (2019 IEEE/ACM 41st International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP))
Their papers
- “Everyone wants to do the model work, not the data work”: Data Cascades in High-Stakes AI (2021) — 992 citations