Denis Charles

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	All	Since 2019
Citations	3288	2054
h-index	25	17
i10-index	41	30

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20072008200920102011201220132014201520162017201820192020202120222023202412 31 56 85 82 106 80 106 113 154 156 201 302 336 343 349 375 349

Co-authors

Kristin E. LauterDirector of Research Science, North American Labs, Meta AI ResearchVerified email at meta.com
Patrice SimardMicrosoft ResearchVerified email at microsoft.com
Leon BottouFacebook AI ResearchVerified email at bottou.org
Saleema AmershiMicrosoft ResearchVerified email at microsoft.com
Kumar ChellapillaStripeVerified email at stripe.com
Joaquin Quiñonero CandelaOpenAIVerified email at openai.com
Jonas PetersProfessor of Statistics, ETH ZurichVerified email at stat.math.ethz.ch
Sven SeukenProfessor of Computation and Economics, University of Zurich and Associated Faculty at ETH AI CenterVerified email at ifi.uzh.ch
Aparna LakshmiratanFacebookVerified email at fb.com
Todd KuleszaUser Experience Researcher, GoogleVerified email at google.com
nikhil r. devanurAmazonVerified email at nikhildevanur.com
Deeparnab ChakrabartyDartmouth CollegeVerified email at dartmouth.edu
David C. ParkesGeorge F. Colony Professor of Computer Science, Harvard UniversityVerified email at eecs.harvard.edu
Balasubramanian SivanGoogle Research, New YorkVerified email at google.com
Hossein Azari SoufianiGoogle ResearchVerified email at fas.harvard.edu
Pavan AduriIowa State UniversityVerified email at cs.iastate.edu
Jin-Yi CaiUniversity of Wisconsin - MadisonVerified email at cs.wisc.edu
Lei WangGeorgia Institute of Technology, MicrosoftVerified email at cc.gatech.edu

Denis Charles

Microsoft Research

Verified email at microsoft.com

Number Theory Cryptography Game Theory Optimization


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Counterfactual reasoning and learning systems: The example of computational advertising. L Bottou, J Peters, J Quiñonero-Candela, DX Charles, DM Chickering, ... Journal of Machine Learning Research 14 (11), 2013	835	2013
Cryptographic hash functions from expander graphs DX Charles, KE Lauter, EZ Goren Journal of CRYPTOLOGY 22 (1), 93-113, 2009	545	2009
Signatures for network coding D Charles, K Jain, K Lauter 2006 40th Annual Conference on Information Sciences and Systems, 857-863, 2006	340	2006
Structured labeling for facilitating concept evolution in machine learning T Kulesza, S Amershi, R Caruana, D Fisher, D Charles Proceedings of the SIGCHI Conference on Human Factors in Computing Systems …, 2014	179*	2014
Feature completion in computer-human interactive learning PY Simard, DM Chickering, DG Grangier, DX Charles, L Bottou, ... US Patent 9,355,088, 2016	178	2016
Market design for a resource exchange system S Seuken, DX Charles, DM Chickering, S Puri US Patent 8,108,248, 2012	81	2012
Heirarchical erasure coding DX Charles, S Puri, RM Andersen US Patent App. 12/348,072, 2010	80	2010
Bloomier filters: A second look D Charles, K Chellapilla European Symposium on Algorithms, 259-270, 2008	63	2008
Security architecture for peer-to-peer storage system A Mityagin, DX Charles, KE Lauter US Patent 8,196,186, 2012	59	2012
Active labeling for computer-human interactive learning PY Simard, DM Chickering, A Lakshmiratan, DX Charles, L Bottou US Patent 9,582,490, 2017	44	2017
Families of Ramanujan graphs and quaternion algebras D Charles, E Goren, K Lauter to appear, 2008	42	2008
Hash function constructions from expander graphs KE Lauter, DX Charles, EZ Goren US Patent 7,382,876, 2008	41	2008
Evaluating large degree isogenies and applications to pairing based cryptography R Bröker, D Charles, K Lauter International Conference on Pairing-Based Cryptography, 100-112, 2008	38	2008
Computing modular polynomials D Charles, K Lauter LMS Journal of Computation and Mathematics 8, 195-204, 2005	38	2005
Data partitioning via bucketing bloom filters A Mityagin, K Chellapilla, D Charles US Patent 7,743,013, 2010	36	2010
Efficient long sequence modeling via state space augmented transformer S Zuo, X Liu, J Jiao, D Charles, E Manavoglu, T Zhao, J Gao arXiv preprint arXiv:2212.08136, 2022	31	2022
Ice: enabling non-experts to build models interactively for large-scale lopsided problems P Simard, D Chickering, A Lakshmiratan, D Charles, L Bottou, ... arXiv preprint arXiv:1409.4814, 2014	31	2014
Interactive visualization of machine-learning performance SA Amershi, SM Drucker, B Lee, PYR Simard, A Lakshmiratan, ... US Patent 9,886,669, 2018	29	2018
Graph clustering DX Charles, DM Chickering, PY Simard, RM Andersen US Patent 8,922,559, 2014	29	2014
Trapdoor pairings KE Lauter, D Charles, A Mityagin US Patent 8,180,047, 2012	28	2012

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