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Aditya Parameswaran

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Papers (33)

  1. PLOP: Cost-Based Placement of Semantic Operators in Hybrid Query Plans cs.DB · 2026 · author #7
  2. Why Do Multi-Agent LLM Systems Fail? cs.AI · 2025 · author #8
  3. SCATTERSEARCH: Visual Querying of Scatterplot Visualizations cs.HC · 2019 · author #4
  4. Helix: Holistic Optimization for Accelerating Iterative Machine Learning cs.DB · 2018 · author #6
  5. Helix: Accelerating Human-in-the-loop Machine Learning cs.LG · 2018 · author #6
  6. Accelerating Human-in-the-loop Machine Learning: Challenges and Opportunities cs.DB · 2018 · author #6
  7. How Developers Iterate on Machine Learning Workflows -- A Survey of the Applied Machine Learning Literature cs.LG · 2018 · author #4
  8. The Importance of Norm Regularization in Linear Graph Embedding: Theoretical Analysis and Empirical Demonstration cs.LG · 2018 · author #4
  9. Towards a Theory of Data-Diff: Optimal Synthesis of Succinct Data Modification Scripts cs.DB · 2018 · author #3
  10. Characterizing Scalability Issues in Spreadsheet Software using Online Forums cs.HC · 2018 · author #5
  11. Navigating the Data Lake with Datamaran: Automatically Extracting Structure from Log Datasets cs.DB · 2017 · author #3
  12. Towards a Holistic Integration of Spreadsheets with Databases: A Scalable Storage Engine for Presentational Data Management cs.DB · 2017 · author #5
  13. Adaptive Sampling for Rapidly Matching Histograms cs.DB · 2017 · author #4
  14. OrpheusDB: Bolt-on Versioning for Relational Databases cs.DB · 2017 · author #5
  15. Understanding Workers, Developing Effective Tasks, and Enhancing Marketplace Dynamics: A Study of a Large Crowdsourcing Marketplace cs.HC · 2017 · author #3
  16. Optimally Leveraging Density and Locality to Support LIMIT Queries cs.DB · 2016 · author #6
  17. Optimizing Open-Ended Crowdsourcing: The Next Frontier in Crowdsourced Data Management cs.HC · 2016 · author #1
  18. Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System cs.DB · 2016 · author #5
  19. Squish: Near-Optimal Compression for Archival of Relational Datasets cs.DB · 2016 · author #2
  20. It's just a matter of perspective(s): Crowd-Powered Consensus Organization of Corpora cs.DB · 2016 · author #5
  21. SLiMFast: Guaranteed Results for Data Fusion and Source Reliability cs.DB · 2015 · author #4
  22. Towards a unified query language for provenance and versioning cs.DB · 2015 · author #6
  23. On the Interpretability of Conditional Probability Estimates in the Agnostic Setting cs.LG · 2015 · author #2
  24. Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff cs.DB · 2015 · author #5
  25. Globally Optimal Crowdsourcing Quality Management cs.OH · 2015 · author #2
  26. CrowdGather: Entity Extraction over Structured Domains cs.DB · 2015 · author #3
  27. Rapid Sampling for Visualizations with Ordering Guarantees cs.DB · 2014 · author #3
  28. Interactive Data Exploration with Smart Drill-Down cs.DB · 2014 · author #3
  29. Evaluating the Crowd with Confidence cs.DB · 2014 · author #3
  30. Comprehensive and Reliable Crowd Assessment Algorithms cs.DB · 2014 · author #3
  31. Exploiting Correlations for Expensive Predicate Evaluation cs.DB · 2014 · author #3
  32. Finish Them!: Pricing Algorithms for Human Computation cs.GT · 2014 · author #2
  33. Indexing Cost Sensitive Prediction cs.LG · 2014 · author #3

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