VLDB 2026 Research / reviewers in the wild / expert
Devesh Parekh
dblp:51/5502
· DBLP profile ↗
2ranked-venue papers
0as first author
1since 2021 · last 2024
0009-0003-5098-3164ORCID · verified
Domains — the database's venue-derived domains; a paper can count in several
Databases, data management, data science and information retrieval · 2 · 1 since 2021Artificial intelligence and machine learning · 1 · 1 since 2021
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Artificial intelligence
1 paper |
Reinforcement learning · 50% Planning, search and constraint satisfaction · 50% | |
| Interdisciplinary, comprehensive, and emerging computing
1 paper |
Computational social science and digital humanities · 50% Computational finance and economics · 50% | |
| Databases, data mining, and information retrieval
2 papers |
Recommender systems · 85% Distributed and cloud data management · 15% |
Topics — the 7 heaviest of 8, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Machine learning › Reinforcement learning
bandit |
0.8 | 1 | 2024 | Practical Bandits: An Industry Perspective · WSDM 2024 |
Knowledge, reasoning and agents › Planning, search and constraint satisfaction
decision making under uncertainty |
0.8 | 1 | 2024 | Practical Bandits: An Industry Perspective · WSDM 2024 |
Computational social science and digital humanities › marketing
advertising |
0.2 | 1 | 2024 | Practical Bandits: An Industry Perspective · WSDM 2024 |
Computational finance and economics › market design
auction design |
0.2 | 1 | 2024 | Practical Bandits: An Industry Perspective · WSDM 2024 |
Recommender systems
online recommendation |
0.2 | 1 | 2024 | Practical Bandits: An Industry Perspective · WSDM 2024 |
Distributed systems
distributed coordination and fault tolerance |
0.0 | 1 | 2003 | GridDB: A Database Interface to the Grid · SIGMOD Conference 2003 |
Distributed systems
grid computing |
0.0 | 1 | 2003 | GridDB: A Database Interface to the Grid · SIGMOD Conference 2003 |
Methods — techniques the papers use, named apart from their topics
exploration-exploitation trade-off · 2.3
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2024 | Practical Bandits: An Industry PerspectiveabstractThe bandit paradigm provides a unified modeling framework for problems that require decision-making under uncertainty. Because many business metrics can be viewed as rewards (a.k.a. utilities) that result from actions, bandit algorithms have seen a large and growing interest from industrial applications, such as search, recommendation and advertising. Indeed, with the bandit lens comes the promise of direct optimisation for the metrics we care about. Bram van den Akker, Olivier Jeunen, Ying Li 0124, Ben London 0001, Zahra Nazari, Devesh Parekh |
WSDM | 6 |
| 2003 | GridDB: A Database Interface to the GridabstractNo abstract available. David T. Liu, Michael J. Franklin, Devesh Parekh |
SIGMOD Conference | 3 |