litlas
Log inCreate account

Daphne Koller

Active 1987–2025

297
Papers
90,696
Citations
134
h-index
262
i10-index

Citations

Citations per year for Daphne Koller1862: 1 citations1886: 1 citations1890: 1 citations1953: 2 citations1961: 1 citations1982: 1 citations1985: 1 citations1988: 1 citations1989: 8 citations1990: 17 citations1991: 4 citations1992: 9 citations1993: 18 citations1994: 38 citations1995: 23 citations1996: 84 citations1997: 99 citations1998: 133 citations1999: 192 citations2000: 257 citations2001: 312 citations2002: 447 citations2003: 587 citations2004: 766 citations2005: 1,081 citations2006: 1,241 citations2007: 1,390 citations2008: 1,433 citations2009: 1,430 citations2010: 1,772 citations2011: 1,824 citations2012: 1,898 citations2013: 2,016 citations2014: 2,354 citations2015: 2,365 citations2016: 2,300 citations2017: 2,232 citations2018: 2,201 citations2019: 2,708 citations2020: 2,884 citations2021: 2,843 citations2022: 2,241 citations2023: 1,889 citations2024: 1,902 citations2025: 1,265 citations2026: 64 citations1863–1885: no citations, so these years are not shown1887–1889: no citations, so these years are not shown1891–1952: no citations, so these years are not shown1954–1960: no citations, so these years are not shown1962–1981: no citations, so these years are not shown1983–1984: no citations, so these years are not shown1986–1987: no citations, so these years are not shown

Citation sources

Countries

World map of the countries and regions citing this authorUnited States: 15,213 citing papers, 28.2% of this breakdownChina: 6,834 citing papers, 12.7% of this breakdownUnited Kingdom: 3,747 citing papers, 6.9% of this breakdownGermany: 3,040 citing papers, 5.6% of this breakdownCanada: 2,202 citing papers, 4.1% of this breakdownFrance: 1,810 citing papers, 3.4% of this breakdownAustralia: 1,747 citing papers, 3.2% of this breakdownItaly: 1,476 citing papers, 2.7% of this breakdownSpain: 1,361 citing papers, 2.5% of this breakdownSwitzerland: 1,116 citing papers, 2.1% of this breakdownNetherlands: 1,111 citing papers, 2.1% of this breakdownJapan: 1,042 citing papers, 1.9% of this breakdown
0%28.2%Other 24.6%

Institutions

Fields

  • Computer Science52%
  • Biochemistry, Genetics and Molecular Biology17.2%
  • Engineering11.4%
  • Medicine6.1%
  • Decision Sciences2%
  • Immunology and Microbiology2%
  • Other9.3%

Topics

  • Bayesian Modeling and Causal Inference3.8%
  • Bioinformatics and Genomic Networks2.4%
  • Advanced Image and Video Retrieval Techniques2.2%
  • Robotics and Sensor-Based Localization2%
  • Human Pose and Action Recognition1.6%
  • Topic Modeling1.6%
  • Other86.4%

Coauthors

All papers

Open in search
  1. Proceedings of the 21st International Conference on Neural Information Processing Systems

    Authors: Daphne Koller, Dale Schuurmans, Yoshua Bengio, Léon Bottou - 2008 cited by 4,492

  2. Probabilistic Graphical Models - Principles and Techniques

    Authors: Daphne Koller, Nir Friedman - DAGLIB 2009 cited by 6,456

  3. The Genotype-Tissue Expression (GTEx) pilot analysis: Multitissue gene regulation in humans

    Authors: Kristin G. Ardlie, David S. DeLuca, Ayellet V. Segrè, Timothy J. Sullivan, Taylor Young, Ellen Gelfand, Casandra A. Trowbridge, Julian Maller, Taru Tukiainen, Monkol Lek, Lucas D. Ward, Pouya Kheradpour, Benjamin Iriarte, Yan Meng, Cameron D. Palmer, Tõnu Esko, Wendy Winckler, Joel N. Hirschhorn, Manolis Kellis, Daniel G. MacArthur, Gad Getz, Andrey A. Shabalin, Gen Li, Yi‐Hui Zhou, Andrew B. Nobel, Ivan Rusyn, Fred A. Wright, Tuuli Lappalainen, Pedro G. Ferreira, Halit Ongen, Manuel A. Rivas, Alexis Battle, Sara Mostafavi, Jean Monlong, Michael Sammeth, Marta Melé, Ferrán Reverter, Jakob M. Goldmann, Daphne Koller, Roderic Guigó, Mark I. McCarthy, Emmanouil T. Dermitzakis, Eric R. Gamazon, Hae Kyung Im, Anuar Konkashbaev, Dan L. Nicolae, Nancy J. Cox, Timothée Flutre, Xiaoquan Wen, Matthew Stephens, Jonathan K. Pritchard, Zhidong Tu, Bin Zhang, Tao Huang, Quan Long, Luan Lin, Jialiang Yang, Jun Zhu, Jun Liu, Amanda Brown, Bernadette Mestichelli, Denee Tidwell, Edmund Lo, Mike Salvatore, Saboor Shad, Jeffrey A. Thomas, John T. Lonsdale, Michael T. Moser, Bryan M. Gillard, Ellen Karasik, Kimberly Ramsey, Christopher Choi, Barbara A. Foster, John Syron, Johnell Fleming, Harold I. Magazine, Rick Hasz, Gary Walters, Jason Bridge, Mark Miklos, Susan Sullivan, Laura K. Barker, Heather M. Traino, Maghboeba Mosavel, Laura A. Siminoff, Dana R. Valley, Daniel C. Rohrer, Scott D. Jewell, Philip A. Branton, Leslie H. Sobin, Mary E. Barcus, Liqun Qi, Jeffrey A. McLean, Pushpa Hariharan, Ki Sung Um, Shenpei Wu, David E. Tabor, Charles Shive, Anna M. Smith, Stephen A. Buia and 39 more - Science 2015 cited by 5,736

  4. The Immunological Genome Project: networks of gene expression in immune cells

    Authors: Tracy Heng, Michio W. Painter, Kutlu G. Elpek, Veronika Lukacs‐Kornek, Nora Mauermann, Shannon J. Turley, Daphne Koller, Francis Kim, Amy J. Wagers, Natasha Asinovski, Scott Davis, Marlys S. Fassett, Markus Feuerer, Daniel H.D. Gray, Sokol Haxhinasto, Jonathan A. Hill, Gordon Hyatt, Catherine Laplace, Kristen Leatherbee, Diane Mathis, Christophe Benoıst, Radu Jianu, David H. Laidlaw, J. Adam Best, Jamie Knell, Ananda W. Goldrath, Jessica Jarjoura, Joseph C. Sun, Ya-Nan Zhu, Lewis L. Lanier, Ayla Ergün, Li Zheng, James J. Collins, Susan A. Shinton, Richard R. Hardy, Randall H. Friedline, Katelyn Sylvia, Joonsoo Kang - Nature Immunology 2008 cited by 1,935

  5. SCAPE

    Authors: Dragomir Anguelov, Praveen Srinivasan, Daphne Koller, Sebastian Thrun, Jim Rodgers, James Davis - ACM SIGGRAPH 2005 Papers 2005 cited by 1,558

  6. Systematic Analysis of Breast Cancer Morphology Uncovers Stromal Features Associated with Survival

    Authors: Andrew H. Beck, Ankur R. Sangoi, Samuel Leung, Robert J. Marinelli, Torsten O. Nielsen, Marc J. van de Vijver, Robert B. West, Matt van de Rijn, Daphne Koller - Science Translational Medicine 2011 cited by 793

  7. Self-Paced Learning for Latent Variable Models

    Authors: M. Pawan Kumar, Benjamin Packer, Daphne Koller - Neural Information Processing Systems, NIPS 2010 cited by 1,658

  8. A Gene-Coexpression Network for Global Discovery of Conserved Genetic Modules

    Authors: Joshua M. Stuart, Eran Segal, Daphne Koller, Stuart K. Kim - Science 2003 cited by 2,402

  9. Proceedings of the 20th International Conference on Neural Information Processing Systems

    Authors: John Platt, Daphne Koller, Yaron Singer, Sam T. Roweis - 2007 cited by 241

  10. FastSLAM: A Factored Solution to the Simultaneous Localization and Mapping Problem

    Authors: Michael Montemerlo, Sebastian Thrun, Daphne Koller, Ben Wegbreit - http://www.cs.cmu.edu/~thrun/papers/montemerlo.fastslam-tr.ps.gz, AAAI/IAAI 2002 cited by 2,993

  11. Conservation and divergence in the transcriptional programs of the human and mouse immune systems

    Authors: Tal Shay, Vladimir Jojic, Or Zuk, Katherine Rothamel, David Zemmour, Ting Feng, Ei Wakamatsu, Christophe Benoıst, Daphne Koller, Aviv Regev - National Academy of Sciences, Proceedings of the National Academy of Sciences 2013 cited by 369

  12. Why We Support and Encourage the Use of Large Language Models in NEJM AI Submissions

    Authors: Daphne Koller, Andrew L. Beam, Arjun K. Manrai, Euan A. Ashley, Xiaoxuan Liu, Judy Wawira Gichoya, Chris Holmes, James Zou, Noa Dagan, Tien Yin Wong, David Blumenthal, Isaac S. Kohane - NEJM AI 2023 cited by 51

  13. Decomposing a scene into geometric and semantically consistent regions

    Authors: Stephen Gould, Richard Fulton, Daphne Koller - IEEE 12th International Conference on Computer Vision, ICCV 2009 cited by 701

  14. Being Bayesian About Network Structure. A Bayesian Approach to Structure Discovery in Bayesian Networks

    Authors: Nir Friedman, Daphne Koller - Machine Learning, Mach. Learn. 2000 cited by 816

  15. A probabilistic model for component-based shape synthesis

    Authors: Evangelos Kalogerakis, Siddhartha Chaudhuri, Daphne Koller, Vladlen Koltun - ACM Transactions on Graphics, ACM Trans. Graph. 2012 cited by 346

  16. The Genotype-Tissue Expression (GTEx) project.

    Authors: John T. Lonsdale, Jeffrey A. Thomas, Mike Salvatore, Rebecca Phillips, Edmund Lo, Saboor Shad, Richard Hasz, Gary Walters, Fernando U. Garcia, Nancy Young, Barbara A. Foster, Mike Moser, Ellen Karasik, Bryan M. Gillard, Kimberley D. Ramsey, Susan Sullivan, Jason Bridge, Harold I. Magazine, John Syron, Johnelle Fleming, Laura A. Siminoff, Heather M. Traino, Maghboeba Mosavel, Laura K. Barker, Scott D. Jewell, Dan Rohrer, Dan Maxim, Dana Filkins, P.R. Harbach, Eddie Cortadillo, Bree D. Berghuis, Lisa Turner, Eric A. Hudson, Kristin Feenstra, Leslie H. Sobin, J Robb, Phillip Branton, Greg E. Korzeniewski, Charles Shive, David E. Tabor, Liqun Qi, Kevin Groch, Sreenath Nampally, Steve Buia, Angela Zimmerman, Anna M. Smith, Robin Burges, Karna Robinson, Kim Valentino, Deborah Bradbury, Mark Cosentino, Norma Diaz-Mayoral, Mary Kennedy, Theresa Engel, Penelope Williams, Kenyon Erickson, Kristin G. Ardlie, Wendy Winckler, Gad Getz, David S. DeLuca, Daniel G. MacArthur, Manolis Kellis, Alexander Thomson, Taylor Young, Ellen Gelfand, Molly Donovan, Yan Meng, George Grant, Deborah C. Mash, Yvonne Marcus, Margaret J. Basile, Jun Liu, Jun Zhu, Zhidong Tu, Nancy J. Cox, Dan L. Nicolae, Eric R. Gamazon, Hae Kyung Im, Anuar Konkashbaev, Jonathan K. Pritchard, Matthew Stevens, Timothée Flutre, Xiaoquan Wen, Emmanouil T. Dermitzakis, Tuuli Lappalainen, Roderic Guigó, Jean Monlong, Michael Sammeth, Daphne Koller, Alexis Battle, Sara Mostafavi, Mark I. McCarthy, Manual Rivas, Julian Maller, Ivan Rusyn, Andrew B. Nobel, Fred A. Wright, Andrey A. Shabalin, Mike Feolo, Nataliya Sharopova and 27 more - Nature Genetics 2013 cited by 10,010

  17. Effect of predicted protein-truncating genetic variants on the human transcriptome

    Authors: Manuel A. Rivas, Matti Pirinen, Donald F. Conrad, Monkol Lek, Emily K. Tsang, Konrad J. Karczewski, Julian Maller, Kimberly R. Kukurba, David S. DeLuca, Menachem Fromer, Pedro G. Ferreira, Kevin S. Smith, Rui Zhang, Fengmei Zhao, Eric Banks, Ryan Poplin, Douglas M. Ruderfer, Shaun Purcell, Taru Tukiainen, Eric Vallabh Minikel, Peter D. Stenson, D.N. Cooper, Katharine H. Huang, Timothy J. Sullivan, Jared L. Nedzel, Carlos D. Bustamante, Jin Billy Li, Mark J. Daly, Roderic Guigó, Peter Donnelly, Kristin Ardlie, Michael Sammeth, Emmanouil T. Dermitzakis, Mark I. McCarthy, Stephen B. Montgomery, Tuuli Lappalainen, Daniel G. MacArthur, Ayellet V. Segrè, Taylor Young, Ellen Gelfand, Casandra A. Trowbridge, Lucas D. Ward, Pouya Kheradpour, Benjamin Iriarte, Yan Meng, Cameron D. Palmer, Tõnu Esko, Wendy Winckler, Joel N. Hirschhorn, Manolis Kellis, Gad Getz, Andrey A. Shablin, Gen Li, Yi‐Hui Zhou, Andrew B. Nobel, Ivan Rusyn, Fred A. Wright, Alexis Battle, Sara Mostafavi, Marta Melé, Ferrán Reverter, Jakob M. Goldmann, Daphne Koller, Eric R. Gamazon, Hae Kyung Im, Anuar Konkashbaev, Dan L. Nicolae, Nancy J. Cox, Timothe Flutre, Xiaoquan Wen, Matthew Stephens, Jonathan K. Pritchard, Zhidong Tu, Bin Zhang, Tao Huang, Quan Long, Luan Lin, Jialiang Yang, Jun Zhu, Jun S. Liu, Amanda Brown, Bernadette Mestichelli, Denee Tidwell, Edmund Lo, Mike Salvatore, Saboor Shad, Jeffrey A. Thomas, John T. Lonsdale, Roswell Christopher Choi, Ellen Karasik, Kimberly Ramsey, Michael T. Moser, Barbara A. Foster, Bryan M. Gillard, John Syron, Johnelle Fleming, Harold I. Magazine, Rick Hasz, Gary Walters, Jason Bridge and 98 more - Science 2015 cited by 345

  18. Programming Pluralism: Using Learning Analytics to Detect Patterns in the Learning of Computer Programming

    Authors: Paulo Blikstein, Marcelo Worsley, Chris Piech, Mehran Sahami, Steven H. Cooper, Daphne Koller - Journal of the Learning Sciences 2014 cited by 265

  19. Probabilistic Graphical Models: Principles and Techniques - Adaptive Computation and Machine Learning

    Authors: Daphne Koller, Nir Friedman - The MIT Press eBooks 2009 cited by 472

  20. Module networks: identifying regulatory modules and their condition-specific regulators from gene expression data

    Authors: Eran Segal, Michal Shapira, Aviv Regev, Dana Pe’er, David Botstein, Daphne Koller, Nir Friedman - Nature Genetics 2003 cited by 1,704

  21. Characterizing the genetic basis of transcriptome diversity through RNA-sequencing of 922 individuals

    Authors: Alexis Battle, Sara Mostafavi, Xiaowei Zhu, James B. Potash, Myrna M. Weissman, Courtney McCormick, Christian Haudenschild, Kenneth B. Beckman, Jianxin Shi, Rui Mei, Alexander E. Urban, Stephen B. Montgomery, Douglas F. Levinson, Daphne Koller - Genome Research 2013 cited by 643

  22. SCAPE: shape completion and animation of people

    Authors: Dragomir Anguelov, Praveen Srinivasan, Daphne Koller, Sebastian Thrun, Jim Rodgers, James Davis - ACM eBooks, ACM Trans. Graph. 2005 cited by 111

  23. Peer and self assessment in massive online classes

    Authors: Chinmay Eishan Kulkarni, Pang Wei Wei, Huy Le, Daniel Jin hao Chia, Kathryn Papadopoulos, Justin Cheng, Daphne Koller, Scott R. Klemmer - ACM Transactions on Computer-Human Interaction, ACM Trans. Comput. Hum. Interact. 2013 cited by 392

  24. Single image depth estimation from predicted semantic labels

    Authors: Beyang Liu, Stephen Gould, Daphne Koller - IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2010 cited by 485