Denis Charles

1.7k total citations
21 papers, 703 citations indexed

About

Denis Charles is a scholar working on Artificial Intelligence, Management Science and Operations Research and Computer Networks and Communications. According to data from OpenAlex, Denis Charles has authored 21 papers receiving a total of 703 indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Artificial Intelligence, 7 papers in Management Science and Operations Research and 6 papers in Computer Networks and Communications. Recurrent topics in Denis Charles's work include Auction Theory and Applications (4 papers), Optimization and Search Problems (3 papers) and Machine Learning and Algorithms (3 papers). Denis Charles is often cited by papers focused on Auction Theory and Applications (4 papers), Optimization and Search Problems (3 papers) and Machine Learning and Algorithms (3 papers). Denis Charles collaborates with scholars based in United States, India and Switzerland. Denis Charles's co-authors include Kristin Lauter, Kamal Jain, Eyal Z. Goren, David M. Chickering, Joaquin Quiñonero-Candela, Léon Bottou, Patrice Simard, Dipankar Ray, Elon Portugaly and Jonas Peters and has published in prestigious journals such as Journal of Machine Learning Research, Journal of Computer and System Sciences and Journal of Cryptology.

In The Last Decade

Denis Charles

20 papers receiving 653 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Denis Charles United States 10 362 216 185 165 127 21 703
Dávid Pál Canada 10 494 1.4× 173 0.8× 71 0.4× 499 3.0× 110 0.9× 18 790
Adith Swaminathan United States 11 466 1.3× 81 0.4× 382 2.1× 334 2.0× 48 0.4× 22 756
Jacob Abernethy United States 16 472 1.3× 192 0.9× 115 0.6× 495 3.0× 30 0.2× 58 838
Yungho Leu Taiwan 11 216 0.6× 88 0.4× 116 0.6× 237 1.4× 85 0.7× 32 640
Erik Vee United States 19 404 1.1× 539 2.5× 190 1.0× 178 1.1× 19 0.1× 35 954
Xiaorui Sun United States 10 164 0.5× 126 0.6× 72 0.4× 143 0.9× 27 0.2× 31 614
Josh Attenberg United States 12 536 1.5× 165 0.8× 274 1.5× 73 0.4× 19 0.1× 20 865
Pavel Berkhin United States 9 215 0.6× 141 0.7× 198 1.1× 73 0.4× 19 0.1× 15 629
Zeyuan Allen Zhu United States 9 136 0.4× 60 0.3× 59 0.3× 106 0.6× 62 0.5× 18 391

Countries citing papers authored by Denis Charles

Since Specialization
Citations

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

Fields of papers citing papers by Denis Charles

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Denis Charles

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

All Works

20 of 20 papers shown
1.
Tang, Pengfei, et al.. (2023). DeepTagger: Knowledge Enhanced Named Entity Recognition for Web-Based Ads Queries. 5002–5009. 1 indexed citations
2.
Charles, Denis, et al.. (2022). Causal Inference in the Presence of Interference in Sponsored Search Advertising. Frontiers in Big Data. 5. 888592–888592. 4 indexed citations
3.
Bayır, Murat Ali, et al.. (2021). Causal Transfer Random Forest: Combining Logged Data and Randomized Experiments for Robust Prediction. 211–219. 13 indexed citations
4.
Kıcıman, Emre, et al.. (2019). Causal Transfer Random Forest: Leveraging Observational and Randomization Studies. 1 indexed citations
5.
Charles, Denis, Nikhil R. Devanur, & Balasubramanian Sivan. (2016). Multi-Score Position Auctions. 417–425. 4 indexed citations
6.
Chickering, David M., et al.. (2014). Approximating the shapley value via multi-issue decompositions. Adaptive Agents and Multi-Agents Systems. 1209–1216. 6 indexed citations
7.
Kulesza, Todd, Saleema Amershi, Rich Caruana, Danyel Fisher, & Denis Charles. (2014). Structured labeling for facilitating concept evolution in machine learning. 3075–3084. 66 indexed citations
8.
Bottou, Léon, Jonas Peters, Joaquin Quiñonero-Candela, et al.. (2013). Counterfactual reasoning and learning systems: the example of computational advertising. Journal of Machine Learning Research. 14(1). 3207–3260. 208 indexed citations
9.
Charles, Denis, Deeparnab Chakrabarty, Max Chickering, Nikhil R. Devanur, & Lei Wang. (2013). Budget smoothing for internet ad auctions. 163–180. 10 indexed citations
10.
Charles, Denis, Deeparnab Chakrabarty, Max Chickering, Nikhil R. Devanur, & Lei Wang. (2013). Budget smoothing for internet ad auctions. 163–180. 10 indexed citations
11.
Bottou, Léon, Jonas Peters, Joaquin Quiñonero-Candela, et al.. (2012). Counterfactual Reasoning and Learning Systems. Journal of Machine Learning Research. 57 indexed citations
12.
Charles, Denis, et al.. (2010). Fast algorithms for finding matchings in lopsided bipartite graphs with applications to display ads. 121–128. 19 indexed citations
13.
Charles, Denis, Kamal Jain, & Kristin Lauter. (2009). Signatures for network coding. 1(1). 3–3. 47 indexed citations
14.
Charles, Denis. (2007). Counting lattice vectors. Journal of Computer and System Sciences. 73(6). 962–972. 2 indexed citations
15.
Charles, Denis, Kristin Lauter, & Eyal Z. Goren. (2007). Cryptographic Hash Functions from Expander Graphs. Journal of Cryptology. 22(1). 93–113. 117 indexed citations
16.
Chellapilla, Kumar, Anton Mityagin, & Denis Charles. (2007). GigaHash. 1165–1166. 4 indexed citations
17.
Charles, Denis, Kamal Jain, & Kristin Lauter. (2006). Signatures for Network Coding. 857–863. 114 indexed citations
18.
Charles, Denis. (2006). Computing the Ramanujan tau function. The Ramanujan Journal. 11(2). 221–224. 2 indexed citations
19.
Charles, Denis & Kristin Lauter. (2005). Computing Modular Polynomials. LMS Journal of Computation and Mathematics. 8. 195–204. 9 indexed citations
20.

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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Rankless by CCL
2026