Roni Khardon
- Artificial Intelligence top 2%
- Computational Theory and Mathematics top 2%
- Information Systems top 5%
- Computer Networks and Communications top 5%
- Signal Processing top 5%
- Co-authors
- Dan RothHeikki MannilaDimitrios GunopulosHannu ToivonenGabriel WachmanSanjeev SalujaDae Won KimPrasad Tadepalli
- Topics
- Machine Learning and Algorithms (30 papers)AI-based Problem Solving and Planning (19 papers)Logic, Reasoning, and Knowledge (18 papers)
- Journals
- The Astrophysical JournalArtificial IntelligenceThe International Journal of Robotics Research
- Partner nations
- United StatesUnited KingdomGermany
In The Last Decade
Roni Khardon
71 papers receiving 974 citations
Peers
Comparison fields: 5 of 82
- Artificial Intelligence 723
- Computational Theory and Mathematics 319
- Information Systems 221
- Computer Networks and Communications 185
- Signal Processing 151
Countries citing papers authored by Roni Khardon
This map shows the geographic impact of Roni Khardon'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 Roni Khardon with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Roni Khardon more than expected).
Fields of papers citing papers by Roni Khardon
This network shows the impact of papers produced by Roni Khardon. 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 Roni Khardon. The network helps show where Roni Khardon may publish in the future.
Co-authorship network of co-authors of Roni Khardon
This figure shows the co-authorship network connecting the top 25 collaborators of Roni Khardon. A scholar is included among the top collaborators of Roni Khardon 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 Roni Khardon. Roni Khardon is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 1 | |
| 2 | 8 | |
| 3 | Sampling Networks and Aggregate Simulation for Online POMDP Planning | 1 |
| 4 | Lifted Stochastic Planning, Belief Propagation and Marginal MAP. | 0 |
| 5 | From Stochastic Planning to Marginal MAP | 2 |
| 6 | Excess Risk Bounds for the Bayes Risk using Variational Inference in Latent Gaussian Models | 4 |
| 7 | A Fixed-Point Operator for Inference in Variational Bayesian Latent Gaussian Models | 2 |
| 8 | Online symbolic gradient-based optimization for factored action MDPs | 6 |
| 9 | Sparse Variational Inference for Generalized GP Models | 8 |
| 10 | Symbolic Opportunistic Policy Iteration for Factored-Action MDPs | 6 |
| 11 | Relational Markov decision processes: promise and prospects | 0 |
| 12 | Generalization Bounds for Online Learning Algorithms with Pairwise Loss Functions | 28 |
| 13 | Automatic QSO Selection Algorithm Using Time Series Analysis and Machine Learning | 1 |
| 14 | Generalized first order decision diagrams for first order Markov decision processes | 5 |
| 15 | Stochastic planning with first order decision diagrams | 5 |
| 16 | Learning Horn Expressions with LOGAN-H | 8 |
| 17 | Noise Tolerant Variants of the Perceptron Algorithm | 53 |
| 18 | 5 | |
| 19 | Proceedings of the 12th International Conference on Algorithmic Learning Theory | 6 |
| 20 | Learning Horn Expressions with LogAn-H | 4 |
About Roni Khardon
Roni Khardon is a scholar working on Artificial Intelligence, Computational Theory and Mathematics and Instrumentation, having authored 78 papers that have together received 1.1k indexed citations. Recurring topics across this work include Machine Learning and Algorithms (30 papers), AI-based Problem Solving and Planning (19 papers) and Logic, Reasoning, and Knowledge (18 papers). The work is most often cited by research in Artificial Intelligence (723 citations), Computational Theory and Mathematics (319 citations) and Signal Processing (151 citations). Roni Khardon has collaborated with scholars based in United States, United Kingdom and Germany. Frequent co-authors include Dan Roth, Heikki Mannila, Dimitrios Gunopulos, Hannu Toivonen, Gabriel Wachman, Sanjeev Saluja, Dae Won Kim, Prasad Tadepalli, Markos Trichas and Alan Fern. Their work appears in journals such as The Astrophysical Journal, Artificial Intelligence and The International Journal of Robotics Research.
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.