Samantha Hansen

821 total citations · 1 hit paper
6 papers, 392 citations indexed

About

Samantha Hansen is a scholar working on Artificial Intelligence, Information Systems and Computer Vision and Pattern Recognition. According to data from OpenAlex, Samantha Hansen has authored 6 papers receiving a total of 392 indexed citations (citations by other indexed papers that have themselves been cited), including 4 papers in Artificial Intelligence, 2 papers in Information Systems and 2 papers in Computer Vision and Pattern Recognition. Recurrent topics in Samantha Hansen's work include Recommender Systems and Techniques (2 papers), Sparse and Compressive Sensing Techniques (2 papers) and Advanced Bandit Algorithms Research (2 papers). Samantha Hansen is often cited by papers focused on Recommender Systems and Techniques (2 papers), Sparse and Compressive Sensing Techniques (2 papers) and Advanced Bandit Algorithms Research (2 papers). Samantha Hansen collaborates with scholars based in United States and Belgium. Samantha Hansen's co-authors include Jorge Nocedal, Yaron Singer, Richard H. Byrd, James O. McInerney, Hugues Bouchard, Rishabh Mehrotra, Ben Carterette, Praveen Chandar, Bart Dhoedt and Cedric De Boom and has published in prestigious journals such as SIAM Journal on Optimization, Multimedia Tools and Applications and Optimization methods & software.

In The Last Decade

Samantha Hansen

6 papers receiving 362 citations

Hit Papers

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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.

A Stochastic Quasi-Newton Method for Large-Scale Optimization

2016 225 citations Richard H. Byrd, Samantha Hansen et al. SIAM Journal on Optimization profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author						Papers	Cites
Samantha Hansen	244	123	111	95	54	6	392
Sashank J. Reddi	484 2.0×	38 0.3×	102 0.9×	23 0.2×	106 2.0×	30	592
Rajiv Khanna	343 1.4×	76 0.6×	25 0.2×	52 0.5×	90 1.7×	17	485
Yunzhang Zhu	174 0.7×	25 0.2×	117 1.1×	47 0.5×	76 1.4×	19	492
Yingkang Hu	191 0.8×	22 0.2×	48 0.4×	25 0.3×	170 3.1×	19	392
Tomer Koren	202 0.8×	10 0.1×	42 0.4×	167 1.8×	37 0.7×	30	309
Nati Srebro	299 1.2×	14 0.1×	135 1.2×	44 0.5×	86 1.6×	16	414
Sebastian U. Stich	477 2.0×	34 0.3×	110 1.0×	15 0.2×	69 1.3×	30	582
Xiangru Lian	390 1.6×	34 0.3×	113 1.0×	18 0.2×	143 2.6×	13	495
Bo Chang	99 0.4×	34 0.3×	8 0.1×	37 0.4×	47 0.9×	15	241
Roy Frostig	846 3.5×	112 0.9×	22 0.2×	46 0.5×	252 4.7×	10	953

Countries citing papers authored by Samantha Hansen

Since Specialization

Citations

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

Fields of papers citing papers by Samantha Hansen

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Samantha Hansen

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

All Works

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6 of 6 papers shown

1.

Chandar, Praveen, et al.. (2019). Offline Evaluation to Make Decisions About PlaylistRecommendation Algorithms. 420–428. 70 indexed citations

2.

McInerney, James O., et al.. (2018). Explore, exploit, and explain. 31–39. 82 indexed citations

3.

Boom, Cedric De, et al.. (2017). Large-scale user modeling with recurrent neural networks for music discovery on multiple time scales. Multimedia Tools and Applications. 77(12). 15385–15407. 12 indexed citations

4.

Byrd, Richard H., Samantha Hansen, Jorge Nocedal, & Yaron Singer. (2016). A Stochastic Quasi-Newton Method for Large-Scale Optimization. SIAM Journal on Optimization. 26(2). 1008–1031. 225 indexed citations breakdown →

5.

Hansen, Samantha, Todd Plantenga, & Tamara G. Kolda. (2013). Newton-Based Optimization for Nonnegative Tensor Factorizations.. Optimization methods & software. 2 indexed citations

6.

Hansen, Samantha & Jorge Nocedal. (2012). Second-order methods for L1 regularized problems in machine learning. 11. 5237–5240. 1 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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