Horia Mania

1.6k total citations · 1 hit paper
5 papers, 298 citations indexed

About

Horia Mania is a scholar working on Control and Systems Engineering, Artificial Intelligence and Computer Vision and Pattern Recognition. According to data from OpenAlex, Horia Mania has authored 5 papers receiving a total of 298 indexed citations (citations by other indexed papers that have themselves been cited), including 3 papers in Control and Systems Engineering, 2 papers in Artificial Intelligence and 1 paper in Computer Vision and Pattern Recognition. Recurrent topics in Horia Mania's work include Control Systems and Identification (2 papers), Advanced Control Systems Optimization (1 paper) and Sparse and Compressive Sensing Techniques (1 paper). Horia Mania is often cited by papers focused on Control Systems and Identification (2 papers), Advanced Control Systems Optimization (1 paper) and Sparse and Compressive Sensing Techniques (1 paper). Horia Mania collaborates with scholars based in United States. Horia Mania's co-authors include Benjamin Recht, Stephen Tu, Sarah Dean, Nikolai Matni, Aurelia Guy, Ludwig Schmidt, Vaishaal Shankar, Rebecca Roelofs and Alex Chengyu Fang and has published in prestigious journals such as Foundations of Computational Mathematics, arXiv (Cornell University) and Neural Information Processing Systems.

In The Last Decade

Horia Mania

5 papers receiving 286 citations

Hit Papers

On the Sample Complexity of the Linear Quadratic Regulator 2019 2026 2021 2023 2019 50 100 150

Peers

Horia Mania
Comparison fields: 5 of 48
  • Control and Systems Engineering 169
  • Artificial Intelligence 125
  • Computational Theory and Mathematics 55
  • Management Science and Operations Research 40
  • Statistical and Nonlinear Physics 32
Replace Abraham P. Vinod with:
Abraham P. Vinod United States
Şahin Emrah Amrahov Türkiye
Abolfazl Lavaei United Kingdom
Salar Fattahi United States
Alexander Nazin Russia
Parasara Sridhar Duggirala United States
Mihály Csaba Markót Hungary
Devin Schwab United States
Euntai Kim South Korea
Abraham P. Vinod United States View profile →
Citations per field, relative to Horia Mania
Horia Mania · 1×
Citations per year, relative to Horia Mania
Horia Mania · 1×

Countries citing papers authored by Horia Mania

Since Specialization
Citations

This map shows the geographic impact of Horia Mania's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Horia Mania with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Horia Mania more than expected).

Fields of papers citing papers by Horia Mania

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Horia Mania. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Horia Mania. The network helps show where Horia Mania may publish in the future.

Co-authorship network of co-authors of Horia Mania

This figure shows the co-authorship network connecting the top 25 collaborators of Horia Mania. A scholar is included among the top collaborators of Horia Mania based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Horia Mania. Horia Mania is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

5 of 5 papers shown
# Work Indexed citations
1
Evaluating Machine Accuracy on ImageNet
21
2
Certainty Equivalence is Efficient for Linear Quadratic Control
13
3
Certainty Equivalent Control of LQR is Efficient.
16
4
On the Sample Complexity of the Linear Quadratic Regulator breakdown →
190
5
Simple random search of static linear policies is competitive for reinforcement learning
58

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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