Learning and Intelligent Optimization (LION): One Ring to Rule Them All.
Summary: Learning and Intelligent Optimization (LION) merges data-driven models with optimization when objective functions are hard to specify. It enables self-service decisions by learning surrogates from data and optimizing over them in dynamic settings. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Mauro Brunato
- 2. Roberto Battiti
Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 13,281 | From ML Models to Intelligent Applications: The Rise of MLOps | 2021 | VLDB | - |
| 7,293 | Data Integration and Machine Learning: A Natural Synergy | 2018 | VLDB | 5.7085008e-05 |
| 7,342 | The Machine Learning Bazaar: Harnessing the ML Ecosystem for Effective System Development | 2020 | SIGMOD | 5.6960773e-05 |
| 8,516 | Machine Learning for Data Management: Problems and Solutions | 2018 | SIGMOD | 5.4811076e-05 |
| 5,938 | Towards instance-optimized data systems | 2021 | VLDB | 6.097047e-05 |
| 6,433 | Is Your Learned Query Optimizer Behaving As You Expect? A Machine Learning Perspective | 2024 | VLDB | 5.9423732e-05 |
| 6,907 | A Cost-based Optimizer for Gradient Descent Optimization | 2017 | SIGMOD | 5.8119786e-05 |
| 5,283 | Machine Learning for Databases | 2021 | VLDB | 6.3568612e-05 |
| 3,029 | Towards a Hands-Free Query Optimizer through Deep Learning | 2019 | CIDR | 7.8972226e-05 |
| 4,507 | LEON: A New Framework for ML-Aided Query Optimization | 2023 | VLDB | 6.723287e-05 |