Demo Data from VLDB 2026 / reviewers in the wild / expert
Daniel Neamati
dblp:304/4294
· DBLP profile ↗
2ranked-venue papers
1as first author
2since 2021 · last 2023
0000-0002-1555-1433ORCID · corroborated
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 2 · 1 first-author · 2 since 2021Systems, architecture and hardware · 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.
| Computer networks
1 paper |
Wireless sensing and localization · 100% | |
| Artificial intelligence
1 paper |
Robot navigation and mapping · 100% | |
| Theoretical computer science
1 paper |
Mathematical optimization · 100% |
Topics — the 5 heaviest of 5, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Robotics › Robot navigation and mapping
localization |
0.7 | 1 | 2023 | Risk-aware autonomous localization in harsh urban environments with mosaic zonotope shadow matching · Artif. Intell. 2023 |
Wireless sensing and localization › satellite navigation
GNSS positioning |
0.7 | 1 | 2023 | Risk-aware autonomous localization in harsh urban environments with mosaic zonotope shadow matching · Artif. Intell. 2023 |
Wireless sensing and localization › outdoor localization
urban positioning |
0.7 | 1 | 2023 | Risk-aware autonomous localization in harsh urban environments with mosaic zonotope shadow matching · Artif. Intell. 2023 |
Mathematical optimization › continuous optimization › convex optimization
conic optimization |
0.1 | 1 | 2021 | ALTRO-C: A Fast Solver for Conic Model-Predictive Control · ICRA 2021 |
Mathematical optimization
continuous optimization |
0.1 | 1 | 2021 | ALTRO-C: A Fast Solver for Conic Model-Predictive Control · ICRA 2021 |
Methods — techniques the papers use, named apart from their topics
set-membership estimation · 1.3mosaic zonotope · 1.3warm-starting · 0.5augmented lagrangian method · 0.5
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2023 | Risk-aware autonomous localization in harsh urban environments with mosaic zonotope shadow matching
Daniel Neamati, Sriramya Bhamidipati, Grace Xingxin Gao |
Artif. Intell. | 1 |
| 2021 | ALTRO-C: A Fast Solver for Conic Model-Predictive ControlabstractModel-predictive control (MPC) is an increasingly popular method for controlling complex robotic systems in which optimal control problems are solved on board the robot at real-time rates. However, successful application of MPC depends critically on the performance of the algorithms used to solve the underlying optimization problems. An ideal solver should both leverage the structure of the MPC problem and support efficient "warm starting" so that information from previous solutions can be recycled to speed convergence. We present ALTRO-C, a high-performance solver with both of these properties that utilizes an augmented Lagrangian method to handle general convex conic constraints. We demonstrate the new solver’s superior performance against several existing state-of-the-art solvers on a variety of benchmark control problems formulated as both quadratic and second-order cone programs. Brian E. Jackson, Tarun Punnoose, Daniel Neamati, Kevin Tracy, Rianna M. Jitosho, Zachary Manchester |
ICRA | 3 |