Travis Mandel

584 total citations
27 papers, 331 citations indexed

About

Travis Mandel is a scholar working on Artificial Intelligence, Management Science and Operations Research and Geometry and Topology. According to data from OpenAlex, Travis Mandel has authored 27 papers receiving a total of 331 indexed citations (citations by other indexed papers that have themselves been cited), including 14 papers in Artificial Intelligence, 7 papers in Management Science and Operations Research and 4 papers in Geometry and Topology. Recurrent topics in Travis Mandel's work include Advanced Bandit Algorithms Research (7 papers), Reinforcement Learning in Robotics (6 papers) and Data Stream Mining Techniques (3 papers). Travis Mandel is often cited by papers focused on Advanced Bandit Algorithms Research (7 papers), Reinforcement Learning in Robotics (6 papers) and Data Stream Mining Techniques (3 papers). Travis Mandel collaborates with scholars based in United States, United Kingdom and Germany. Travis Mandel's co-authors include Zoran Popović, Emma Brunskill, Yun-En Liu, Mayank Goel, Jacob O. Wobbrock, Shwetak Patel, Sergey Levine, Jens Mache, Ben Davison and Eleanor O’Rourke and has published in prestigious journals such as Pattern Recognition, Remote Sensing and Inventiones mathematicae.

In The Last Decade

Travis Mandel

24 papers receiving 314 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Travis Mandel United States	11	135	72	63	57	51	27	331
Piero Mussio Italy	10	100 0.7×	122 1.7×	38 0.6×	41 0.7×	6 0.1×	47	375
Babak Naderi Germany	10	106 0.8×	38 0.5×	53 0.8×	42 0.7×	3 0.1×	37	322
Srinivas Sridharan United States	10	58 0.4×	99 1.4×	39 0.6×	42 0.7×	3 0.1×	30	277
Eli T. Brown United States	8	174 1.3×	41 0.6×	22 0.3×	70 1.2×	32 0.6×	18	518
Finale Doshi United States	8	211 1.6×	19 0.3×	8 0.1×	16 0.3×	22 0.4×	11	281
Stuart N. Wrigley United Kingdom	10	165 1.2×	11 0.2×	13 0.2×	60 1.1×	10 0.2×	33	343
Push Singh United States	10	264 2.0×	28 0.4×	24 0.4×	11 0.2×	7 0.1×	13	386
Valentina Franzoni Italy	12	164 1.2×	29 0.4×	18 0.3×	26 0.5×	10 0.2×	45	370
Mohamad Nizam Bin Ayub Malaysia	11	87 0.6×	31 0.4×	61 1.0×	31 0.5×	2 0.0×	24	449

Countries citing papers authored by Travis Mandel

Since Specialization

Citations

This map shows the geographic impact of Travis Mandel'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 Travis Mandel with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Travis Mandel more than expected).

Fields of papers citing papers by Travis Mandel

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Travis Mandel. 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 Travis Mandel. The network helps show where Travis Mandel may publish in the future.

Co-authorship network of co-authors of Travis Mandel

This figure shows the co-authorship network connecting the top 25 collaborators of Travis Mandel. A scholar is included among the top collaborators of Travis Mandel 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 Travis Mandel. Travis Mandel is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Davison, Ben & Travis Mandel. (2021). Strong positivity for quantum theta bases of quantum cluster algebras. Inventiones mathematicae. 226(3). 725–843. 13 indexed citations

Mandel, Travis, et al.. (2021). Tropical Quantum Field Theory, Mirror Polyvector Fields, and Multiplicities of Tropical Curves. International Mathematics Research Notices. 2023(4). 3249–3304. 4 indexed citations

Rodríguez, Roberto, Ryan L. Perroy, James J. Leary, et al.. (2021). Comparing Interpretation of High-Resolution Aerial Imagery by Humans and Artificial Intelligence to Detect an Invasive Tree Species. Remote Sensing. 13(17). 3503–3503. 6 indexed citations

Mandel, Travis, et al.. (2021). AI-Assisted Scientific Data Collection with Iterative Human Feedback. Proceedings of the AAAI Conference on Artificial Intelligence. 35(7). 5957–5966.

Mandel, Travis, et al.. (2020). Using the Crowd to Prevent Harmful AI Behavior. Proceedings of the ACM on Human-Computer Interaction. 4(CSCW2). 1–25. 9 indexed citations

Burns, John H. R., et al.. (2020). A Comparison of the Diagnostic Accuracy of in-situ and Digital Image-Based Assessments of Coral Health and Disease. Frontiers in Marine Science. 7. 16 indexed citations

Mandel, Travis. (2019). Classification of Rank 2 Cluster Varieties. Symmetry Integrability and Geometry Methods and Applications. 5 indexed citations

Mandel, Travis. (2018). Cluster algebras are Cox rings. manuscripta mathematica. 160(1-2). 153–171. 3 indexed citations

Mandel, Travis & Jens Mache. (2016). Developing a short undergraduate introduction to online machine learning. Journal of computing sciences in colleges. 32(1). 144–150. 1 indexed citations

10.

Mandel, Travis, Yun-En Liu, Emma Brunskill, & Zoran Popović. (2016). Efficient Bayesian clustering for reinforcement learning. International Joint Conference on Artificial Intelligence. 1830–1838. 10 indexed citations

11.

Chen, Yvonne, Travis Mandel, Yun-En Liu, & Zoran Popović. (2016). Crowdsourcing Accurate and Creative Word Problems and Hints. Proceedings of the AAAI Conference on Human Computation and Crowdsourcing. 4. 12–21. 3 indexed citations

12.

Mandel, Travis, Yun-En Liu, Emma Brunskill, & Zoran Popović. (2016). Offline Evaluation of Online Reinforcement Learning Algorithms. Proceedings of the AAAI Conference on Artificial Intelligence. 30(1). 7 indexed citations

13.

Mandel, Travis. (2015). Towards more practical reinforcement learning. International Conference on Artificial Intelligence. 4381–4382. 1 indexed citations

14.

Mandel, Travis, Yun-En Liu, Emma Brunskill, & Zoran Popović. (2015). The Queue Method: Handling Delay, Heuristics, Prior Data, and Evaluation in Bandits. Proceedings of the AAAI Conference on Artificial Intelligence. 29(1). 19 indexed citations

15.

Liu, Yun-En, Travis Mandel, Emma Brunskill, & Zoran Popović. (2014). Trading Off Scientific Knowledge and User Learning with Multi-Armed Bandits. Educational Data Mining. 161–168. 22 indexed citations

16.

Mandel, Travis, Yun-En Liu, Sergey Levine, Emma Brunskill, & Zoran Popović. (2014). Offline policy evaluation across representations with applications to educational games. Adaptive Agents and Multi-Agents Systems. 1077–1084. 55 indexed citations

17.

Mandel, Travis, et al.. (2014). Offline policy evaluation across representations with applications to educational games. 1077–1084.

18.

Mandel, Travis, et al.. (2013). Predicting player moves in an educational game: A hybrid approach. Educational Data Mining. 106–113. 12 indexed citations

19.

Blanchet-Sadri, F., et al.. (2012). Periods in partial words: An algorithm. Journal of Discrete Algorithms. 16. 113–128. 3 indexed citations

20.

Mandel, Travis & Jens Mache. (2009). Investigating CRC Polynomials that Correct Burst Errors.. International Conference on Wireless Networks. 632–637. 4 indexed citations

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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