Aditya Parameswaran
University of California, Berkeley
H-index: 45
North America-United States
Top articles of Aditya Parameswaran
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
SPADE: Synthesizing Assertions for Large Language Model Pipelines | arXiv preprint arXiv:2401.03038 | Shreya Shankar Haotian Li Parth Asawa Madelon Hulsebos Yiming Lin | 2024/1/5 |
" We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning | Proceedings of the ACM on Human-Computer Interaction | Shreya Shankar Rolando Garcia Joseph M Hellerstein Aditya G Parameswaran | 2024/4/23 |
Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences | arXiv preprint arXiv:2404.12272 | Shreya Shankar JD Zamfirescu-Pereira Björn Hartmann Aditya G Parameswaran Ian Arawjo | 2024/4/18 |
Holistic Optimization For Accelerating Iterative Machine Learning | 2023/4/4 | ||
Automatic and Precise Data Validation for Machine Learning | Shreya Shankar Labib Fawaz Karl Gyllstrom Aditya Parameswaran | 2023/10/21 | |
Efficient and Compact Spreadsheet Formula Graphs | Dixin Tang Fanchao Chen Christopher De Leon Tana Wattanawaroon Jeaseok Yun | 2023/4/3 | |
Revisiting prompt engineering via declarative crowdsourcing | arXiv preprint arXiv:2308.03854 | Aditya G Parameswaran Shreya Shankar Parth Asawa Naman Jain Yujie Wang | 2023/8/7 |
Moving Fast With Broken Data | arXiv preprint arXiv:2303.06094 | Shreya Shankar Labib Fawaz Karl Gyllstrom Aditya G Parameswaran | 2023/3/10 |
Visualizing Spreadsheet Formula Graphs Compactly | Proceedings of the VLDB Endowment | Fanchao Chen Dixin Tang Haotian Li Aditya G Parameswaran | 2023/8/1 |
Transactional Panorama: A Conceptual Framework for User Perception in Analytical Visual Interfaces | Proceedings of the VLDB Endowment | Dixin Tang Alan Fekete Indranil Gupta Aditya G Parameswaran | 2023/2/1 |
Smash: A Dictionary-Free String Distance Metric that Considers Acronyms, Abbreviations, and Typos | Joshua Wu Aditya Parameswaran | 2023/5/12 | |
Efficient Visualization Recommendation under Updates | Todd Yu Aditya Parameswaran | 2023/5/11 | |
Rethinking streaming machine learning evaluation | arXiv preprint arXiv:2205.11473 | Shreya Shankar Bernease Herman Aditya G Parameswaran | 2022/5/23 |
Operationalizing machine learning: An interview study | arXiv preprint arXiv:2209.09125 | Shreya Shankar Rolando Garcia Joseph M Hellerstein Aditya G Parameswaran | 2022/9/16 |
A Case Study on COVID-19 Intervention Visualizations: The Role of Trust, Beliefs, and Interpretations | Priyam Mohanty Aditya Parameswaran Niloufar Salehi | 2022/5/14 | |
Bolt-on, compact, and rapid program slicing for notebooks | Proceedings of the VLDB Endowment | Shreya Shankar Stephen Macke Sarah Chasins Andrew Head Aditya Parameswaran | 2022/9/1 |
The sky above the clouds | arXiv preprint arXiv:2205.07147 | Sarah Chasins Alvin Cheung Natacha Crooks Ali Ghodsi Ken Goldberg | 2022/5/14 |
Expressive querying for accelerating visual analytics | Communications of the ACM | Tarique Siddiqui Paul Luh Zesheng Wang Karrie Karahalios Aditya G Parameswaran | 2022/6/21 |
TOWARD EFFICIENT SPREADSHEET COMPUTATION AND VISUALIZATION | Christopher De Leon Aditya Parameswaran | 2022/5/11 | |
Piloting Data Engineering at Berkeley | Joseph M Hellerstein Aditya G Parameswaran | 2022/6/12 |
Co-Authors
