Sam Corbett‐Davies

2.2k total citations · 1 hit paper
11 papers, 821 citations indexed

About

Sam Corbett‐Davies is a scholar working on Computer Vision and Pattern Recognition, Aerospace Engineering and Artificial Intelligence. According to data from OpenAlex, Sam Corbett‐Davies has authored 11 papers receiving a total of 821 indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Computer Vision and Pattern Recognition, 3 papers in Aerospace Engineering and 2 papers in Artificial Intelligence. Recurrent topics in Sam Corbett‐Davies's work include Augmented Reality Applications (4 papers), Robotics and Sensor-Based Localization (3 papers) and Smart Agriculture and AI (2 papers). Sam Corbett‐Davies is often cited by papers focused on Augmented Reality Applications (4 papers), Robotics and Sensor-Based Localization (3 papers) and Smart Agriculture and AI (2 papers). Sam Corbett‐Davies collaborates with scholars based in New Zealand, United States and Germany. Sam Corbett‐Davies's co-authors include Sharad Goel, Emma Pierson, Avi Feller, Aziz Z. Huq, Tom Botterill, Richard D. Green, Samuel Williams, Jessica Lin, Xiaoqi Chen and Steven Mills and has published in prestigious journals such as Journal of Field Robotics, Proceedings of the AAAI Conference on Artificial Intelligence and University of Canterbury Research Repository (University of Canterbury).

In The Last Decade

Sam Corbett‐Davies

10 papers receiving 773 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Algorithmic Decision Making and the Cost of Fairness

2017 584 citations Sam Corbett‐Davies, Emma Pierson et al. profile →

Peers

Countries citing papers authored by Sam Corbett‐Davies

Since Specialization

Citations

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

Fields of papers citing papers by Sam Corbett‐Davies

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Sam Corbett‐Davies. 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 Sam Corbett‐Davies. The network helps show where Sam Corbett‐Davies may publish in the future.

Co-authorship network of co-authors of Sam Corbett‐Davies

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

All Works

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11 of 11 papers shown

#	Work	Indexed citations
1	Adaptive Sampling Strategies to Construct Equitable Training Datasets 2022 ·William Cai, (unknown), (unknown), Sam Corbett‐Davies, Miranda Bogen, (unknown), Sharad Goel	9
2	Online Certification of Preference-Based Fairness for Personalized Recommender Systems 2022 ·Proceedings of the AAAI Conference on Artificial Intelligence ·(unknown), Sam Corbett‐Davies, Jamal Atif, Nicolas Usunier	16
3	Defining and Designing Fair Algorithms 2018 ·Sam Corbett‐Davies, Sharad Goel, Jamie Morgenstern, Rachel Cummings	1
4	Algorithmic Decision Making and the Cost of Fairness breakdown → 2017 ·Sam Corbett‐Davies, Emma Pierson, Avi Feller, Sharad Goel, Aziz Z. Huq	584
5	A Robot System for Pruning Grape Vines 2016 ·Journal of Field Robotics ·Tom Botterill, (unknown), Richard D. Green, Samuel Williams, Jessica Lin, (unknown), Steven Mills, Xiaoqi Chen, Sam Corbett‐Davies	151
6	Enriching object detection with 2D-3D registration and continuous viewpoint estimation 2015 ·Christopher Choy, Michael Stark, Sam Corbett‐Davies, Silvio Savarese	18
7	An advanced interaction framework for augmented reality based exposure treatment 2013 ·Sam Corbett‐Davies, Andreas Dünser, Richard Green, Adrian Clark	12
8	An expert system for automatically pruning vines 2012 ·University of Canterbury Research Repository (University of Canterbury) ·Sam Corbett‐Davies, Tom Botterill, Richard Green, (unknown)	15
9	An interactive Augmented Reality system for exposure treatment 2012 ·Sam Corbett‐Davies, Andreas Dünser, Adrian Clark	9
10	Interactive AR exposure therapy 2012 ·Sam Corbett‐Davies, Andreas Dünser, Adrian Clark	2
11	Physically interactive tabletop augmented reality using the Kinect 2012 ·University of Canterbury Research Repository (University of Canterbury) ·Sam Corbett‐Davies, Richard Green, Adrian Clark	4

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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