World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
45
Citations
5857
World Ranking
7327
National Ranking
3189

Overview

Aditya Parameswaran is affiliated with the University of California, Berkeley in the United States. Their research primarily spans the field of Computer Science with a focus on several subfields including Artificial Intelligence, Computer Vision and Pattern Recognition, Computer Networks and Communications, Signal Processing, and Information Systems and Management.

The main topics of research explored by Parameswaran include:

  • Data Visualization and Analytics
  • Scientific Computing and Data Management
  • Data Stream Mining Techniques
  • Advanced Database Systems and Queries
  • Time Series Analysis and Forecasting
  • Topic Modeling
  • Mobile Crowdsensing and Crowdsourcing

Parameswaran has an extensive list of recent publications. Some of these include:

  • Lux, 2021, Proceedings of the VLDB Endowment
  • Operationalizing Machine Learning: An Interview Study, 2022, arXiv (Cornell University)
  • Leveraging Analysis History for Improved In Situ Visualization Recommendation, 2022, Computer Graphics Forum
  • Production Machine Learning Pipelines: Empirical Analysis and Optimization Opportunities, 2021, arXiv (Cornell University)
  • spade: Synthesizing Data Quality Assertions for Large Language Model Pipelines, 2024, Proceedings of the VLDB Endowment

Frequent co-authors of Parameswaran include:

  • Shreya Shankar
  • Dixin Tang
  • Doris Jung-Lin Lee
  • Eugene Wu
  • Doris Xin

Parameswaran publishes regularly in several venues, with the most frequent being:

  • arXiv (Cornell University)
  • Proceedings of the VLDB Endowment
  • Proceedings of the ACM on Human-Computer Interaction
  • Patterns
  • Computer Graphics Forum

Best Publications

  • CrowdScreen: algorithms for filtering data with humans

    Aditya G. Parameswaran;Hector Garcia-Molina;Hyunjung Park;Neoklis Polyzotis

  • SeeDB: efficient data-driven visualization recommendations to support visual analytics

    Manasi Vartak;Sajjadur Rahman;Samuel Madden;Aditya Parameswaran

  • So who won?: dynamic max discovery with the crowd

    Stephen Guo;Aditya Parameswaran;Hector Garcia-Molina

  • Recommendation systems with complex constraints: A course recommendation perspective

    Aditya Parameswaran;Petros Venetis;Hector Garcia-Molina

  • Human-assisted graph search: it's okay to ask questions

    Aditya Parameswaran;Anish Das Sarma;Hector Garcia-Molina;Neoklis Polyzotis

  • DataHub: Collaborative Data Science & Dataset Version Management at Scale

    Anant P. Bhardwaj;Souvik Bhattacherjee;Amit Chavan;Amol Deshpande

  • Effortless data exploration with zenvisage: an expressive and interactive visual analytics system

    Tarique Siddiqui;Albert Kim;John Lee;Karrie Karahalios

  • Challenges in Data Crowdsourcing

    Hector Garcia-Molina;Manas Joglekar;Adam Marcus;Aditya Parameswaran

  • Answering Queries using Humans, Algorithms and Databases

    Aditya G. Parameswaran;Neoklis Polyzotis

  • Towards Visualization Recommendation Systems

    Manasi Vartak;Silu Huang;Tarique Siddiqui;Samuel Madden

  • Deco: declarative crowdsourcing

    Aditya Ganesh Parameswaran;Hyunjung Park;Hector Garcia-Molina;Neoklis Polyzotis

  • Fuzzy Joins Using MapReduce

    Foto N. Afrati;Anish Das Sarma;David Menestrina;Aditya Parameswaran

  • Active sampling for entity matching

    Kedar Bellare;Suresh Iyengar;Aditya G. Parameswaran;Vibhor Rastogi

  • Evaluating the crowd with confidence

    Manas Joglekar;Hector Garcia-Molina;Aditya Parameswaran

  • Accelerating Human-in-the-loop Machine Learning: Challenges and Opportunities

    Doris Xin;Litian Ma;Jialin Liu;Stephen Macke

  • Rapid sampling for visualizations with ordering guarantees

    Albert Kim;Eric Blais;Aditya Parameswaran;Piotr Indyk

  • SeeDB: automatically generating query visualizations

    Manasi Vartak;Samuel Madden;Aditya Parameswaran;Neoklis Polyzotis

  • Deco: a system for declarative crowdsourcing

    Hyunjung Park;Hector Garcia-Molina;Richard Pang;Neoklis Polyzotis

  • Synthesizing view definitions from data

    Anish Das Sarma;Aditya Parameswaran;Hector Garcia-Molina;Jennifer Widom

  • Towards the web of concepts: extracting concepts from large datasets

    Aditya Parameswaran;Hector Garcia-Molina;Anand Rajaraman

  • Rapid sampling for visualizations with ordering guarantees

    Albert Kim;Eric Blais;Aditya Parameswaran;Piotr Indyk

Frequent Co-Authors

Hector Garcia-Molina
Hector Garcia-Molina Stanford University
Karrie Karahalios
Karrie Karahalios University of Illinois at Urbana-Champaign
Jennifer Widom
Jennifer Widom Stanford University
Amol Deshpande
Amol Deshpande University of Maryland, College Park
Jian Peng
Jian Peng University of Illinois at Urbana-Champaign
Kevin Chen-Chuan Chang
Kevin Chen-Chuan Chang University of Illinois at Urbana-Champaign
Christopher Ré
Christopher Ré Stanford University

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

Exploring online education can open new doors for those interested in technology, business, and management. Many students in Computer Science also consider expanding their expertise through interdisciplinary studies. For example, data-driven professionals might look into online masters for data science to gain advanced analytics skills.

If you are interested in leadership roles in industries like construction, there are recognized online construction management program options that complement your technical background. For those aiming to build business acumen, pursuing online mba programs can provide valuable managerial skills and broaden your career prospects.

For students seeking faster career progression, the best one year masters programs offer highly focused curricula, allowing you to upskill or shift careers efficiently. These flexible, affordable, and accredited online degrees can help align your education with your long-term professional goals.

Best Scientists Citing Aditya Parameswaran

Trending Scientists

Recently Published Articles