EconBase
← All authors

David Heckerman

Amazon (United States) (per OpenAlex) · ORCID · OpenAlex

61 papers in scope · 60 published · 1 on the econ.EM arXiv · 9,037 citations · h-index 35 (over the papers listed here)

Related authors

The 20 authors closest to this one in our weighted citation graph, most related first.

  1. Manuel Quintero
  2. Advik Shreekumar
  3. William Stephenson
  4. Tamara Broderick
  5. Emre Kıcıman
  6. Amit Sharma
  7. Victor Quintas-Martinez
  8. Siyi Luo
  9. Victor Chernozhukov
  10. Vasilis Syrgkanis
  11. Eduardo Santiago
  12. Jeff Mu
  13. Dominik Janzing
  14. Mohammad Taha Bahadori
  15. Iván Fernández-Val
  16. Whitney K. Newey
  17. Carlos Cinelli
  18. Ye Luo
  19. Christian Hansen
  20. Alexandre Belloni

Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md.

Papers

(1 of 61)

Multiply-Robust Causal Change Attribution
working paper2024 · arXiv
with Victor Quintas-Martinez, Mohammad Taha Bahadori, Eduardo Santiago, Jeff Mu, Dominik Janzing
Paper profile arXiv arXiv:2404.08839
Ensembles of Lasso Screening Rules
published2017 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 33 citations
with Seunghak Lee, Nico Görnitz, Eric P. Xing, Christoph Lippert
IEEE Transactions on Pattern Analysis and Machine Intelligence
Genetic variants associated with physical performance and anthropometry in old age: a genome-wide association study in the ilSIRENTE cohort
published2017 · Scientific Reports · 15 citations
with Bryan J. Traynor, Anna Picca, Riccardo Calvani, Emanuele Marzetti, Dena Hernández, Michael A. Nalls, Sampath Arepali, Luigi Ferrucci, Francesco Landi
Scientific Reports
Anti-Hepatitis C Virus T-Cell Immunity in the Context of Multiple Exposures to the Virus
published2015 · PLoS ONE · 4 citations
with Katja Pfafferott, Pooja Deshpande, E. McKinnon, Shahzma Merani, Andrew Lucas, S. Mallal, Mina John, Silvana Gaudieri, Michaela Lucas
PLoS ONE
Further Improvements to Linear Mixed Models for Genome-Wide Association Studies
published2014 · Scientific Reports · 83 citations
with Christian Widmer, Christoph Lippert, Omer Weissbrod, Nicolò Fusi, Carl Kadie, Robert I Davidson, Jennifer Listgarten
Scientific Reports
Variations on undirected graphical models and their relationships
published2014 · Kybernetika · 2 citations
with Christopher Meek, Thomas S. Richardson
Kybernetika
Nef-Specific CD8+ T Cell Responses Contribute to HIV-1 Immune Control
published2013 · PLoS ONE · 36 citations
with Emily Adland, Jonathan M. Carlson, P Paioni, Henrik N. Kløverpris, Roger Shapiro, Anthony Ogwu, Lynn Riddell, Graz Luzzi, Fabian Chen, Thambiah Balachandran, Anette Stryhn, Anne Edwards, …
PLoS ONE
The benefits of selecting phenotype-specific variants for applications of mixed models in genomics
published2013 · Scientific Reports · 59 citations
with Christoph Lippert, Gerald Quon, Eun Yong Kang, Carl Kadie, Jennifer Listgarten
Scientific Reports
HIV-1 p24gag Derived Conserved Element DNA Vaccine Increases the Breadth of Immune Response in Mice
published2013 · PLoS ONE · 52 citations
with Viraj Kulkarni, Margherita Rosati, Antonio Valentin, Brunda Ganneru, Ashish Kumar Singh, Jian Yan, Morgane Rolland, Candido Alicea, Rachel Kelly Beach, Gen-Mu Zhang, Sylvie Le Gall, Kate E. Broderick, …
PLoS ONE
Corrigendum: An Exhaustive Epistatic SNP Association Analysis on Expanded Wellcome Trust Data
published2013 · Scientific Reports
with Christoph Lippert, Jennifer Listgarten, Robert I Davidson, Jeff Baxter, Hoifung Poon, Carl Kadie
Scientific Reports
An Exhaustive Epistatic SNP Association Analysis on Expanded Wellcome Trust Data
published2013 · Scientific Reports · 80 citations
with Christoph Lippert, Jennifer Listgarten, Robert I Davidson, Jeff Baxter, Hoifung Poon, Carl Kadie
Scientific Reports
Co-Operative Additive Effects between HLA Alleles in Control of HIV-1
published2012 · PLoS ONE · 21 citations
with Philippa C. Matthews, Jennifer Listgarten, Jonathan M. Carlson, Rebecca Payne, Kuan-Hsiang Gary Huang, John Frater, Dominique Goedhals, Dewald Steyn, Cloete van Vuuren, P Paioni, Pieter Jooste, Anthony Ogwu, …
PLoS ONE
Improved Learning in U.S. History and Decision Competence with Decision-Focused Curriculum
published2012 · PLoS ONE · 32 citations
with David Jacobson, Andrew M. Parker, Chris Spetzler, Wändi Bruine de Bruin, Keith Hollenbeck, Baruch Fischhoff
PLoS ONE
Learning Transcriptional Regulatory Relationships Using Sparse Graphical Models
published2012 · PLoS ONE · 8 citations
with Xiang Zhang, Wei Cheng, Jennifer Listgarten, Carl Kadie, Shun-Ping Huang, Wei Wang
PLoS ONE
CTL Responses of High Functional Avidity and Broad Variant Cross-Reactivity Are Associated with HIV Control
published2012 · PLoS ONE · 135 citations
with Beatriz Mothe, Anuska Llano, Javier Ibarrondo, Jennifer Zamarreño, Mattia Schiaulini, Cristina Miranda, Marta Ruiz-Riol, Christoph T. Berger, María José Herrero, Eduard Palou, Montse Plana, Morgane Rolland, …
PLoS ONE
Conditional Random Fields for Fast, Large-Scale Genome-Wide Association Studies
published2011 · PLoS ONE · 1 citations
with Jim Huang, Christopher Meek, Carl Kadie
PLoS ONE
Progression to AIDS in South Africa Is Associated with both Reverting and Compensatory Viral Mutations
published2011 · PLoS ONE · 66 citations
with Kuan-Hsiang Gary Huang, Dominique Goedhals, Jonathan M. Carlson, Mark A. Brockman, Swati Mishra, Zabrina L. Brumme, Stephen Hickling, Christopher S. Tang, Toshiyuki Miura, Christopher J. Seebregts, Thumbi Ndung’u, Bruce D. Walker, …
PLoS ONE
Increased Breadth and Depth of Cytotoxic T Lymphocytes Responses against HIV-1-B Nef by Inclusion of Epitope Variant Sequences
published2011 · PLoS ONE · 22 citations
with Morgane Rolland, Nicole Frahm, David C. Nickle, Nebojša Jojić, Wenjie Deng, Todd M. Allen, Christian Brander, James I. Mullins
PLoS ONE
Amino-Acid Co-Variation in HIV-1 Gag Subtype C: HLA-Mediated Selection Pressure and Compensatory Dynamics
published2010 · PLoS ONE · 52 citations
with Morgane Rolland, Jonathan M. Carlson, Siriphan Manocheewa, J. Victor Swain, Erinn Lanxon-Cookson, Wenjie Deng, Christine Rousseau, Dana N. Raugi, Gerald H. Learn, Brandon S. Maust, Hoosen Coovadia, Thumbi Ndung’u, …
PLoS ONE
HLA-Associated Immune Escape Pathways in HIV-1 Subtype B Gag, Pol and Nef Proteins
published2009 · PLoS ONE · 167 citations
with Zabrina L. Brumme, Mina John, Jonathan M. Carlson, Chanson J. Brumme, Dennison Chan, Mark A. Brockman, Luke C. Swenson, Iris Tao, Sharon Szeto, Pamela C. Rosato, Jennifer Sela, Carl Kadie, …
PLoS ONE
Healthcare delivery in developing countries: challenges and potential solutions.
published2009 · The Fourth Paradigm · 15 citations
with Joel C. Robertson, Del J. DeHart, Kristin M. Tolle
no link
Broad and Gag-Biased HIV-1 Epitope Repertoires Are Associated with Lower Viral Loads
published2008 · PLoS ONE · 160 citations
with Morgane Rolland, Wenjie Deng, Christine Rousseau, Hoosen Coovadia, Karen Bishop, Philip Goulder, Bruce D. Walker, Christian Brander, James I. Mullins
PLoS ONE
Recognition of HIV-1 Peptides by Host CTL Is Related to HIV-1 Similarity to Human Proteins
published2007 · PLoS ONE · 30 citations
with Morgane Rolland, David C. Nickle, Wenjie Deng, Nicole Frahm, Christian Brander, Gerald H. Learn, Nebosja Jojic, Vladimir Jojic, Bruce D. Walker, James I. Mullins
PLoS ONE
Leveraging Hierarchical Population Structure in Discrete Association Studies
published2007 · PLoS ONE · 39 citations
with Jonathan M. Carlson, Carl Kadie, S. Mallal
PLoS ONE
Considering Cost Asymmetry in Learning Classifiers
published2006 · Journal of Machine Learning Research · 120 citations · first circulated 2005
with Francis Bach, Eric Horvitz
Journal of Machine Learning Research
Using Epitomes To Model Genetic Diversity: Rational Design Of HIV Vaccines
published2005 · Neural Information Processing Systems · 2 citations
with Nebojša Jojić, Vladimir Jojic, Brendan J. Frey, Christopher Meek
Neural Information Processing Systems
Model-Based Clustering and Visualization of Navigation Patterns on a Web Site
published2003 · Data Mining and Knowledge Discovery · 270 citations · first circulated 2000
with Igor V. Cadez, Christopher Meek, Padhraic Smyth, Steven White
Data Mining and Knowledge Discovery
Parameter priors for directed acyclic graphical models and the characterization of several probability distributions
published2002 · The Annals of Statistics · 135 citations
with Dan Geiger
The Annals of Statistics
Accelerating EM for Large Databases
published2001 · Machine Learning · 101 citations
with Bo Thiesson, Christopher Meek
Machine Learning
Statistical Models for Data Mining
published2001 · Data Mining and Knowledge Discovery · 5 citations
with Paolo Giudici, Joe Whittaker
Data Mining and Knowledge Discovery
Stratified exponential families: Graphical models and model selection
published2001 · The Annals of Statistics · 115 citations
with Dan Geiger, Henry King, Christopher Meek
The Annals of Statistics
The Learning Curve Method Applied to Clustering
published2001 · International Conference on Artificial Intelligence and Statistics · 3 citations
with Christopher Meek, Bo Thiesson
no link
An Experimental Comparison of Model-Based Clustering Methods
published2001 · Machine Learning · 284 citations
with Marina Meilă
Machine Learning
A comparison of scientific and engineering criteria for Bayesian model selection
published2000 · Statistics and Computing · 35 citations
with David Maxwell Chickering
Statistics and Computing
Dependency Networks for Density Estimation, Collaborative Filtering, and Data Visualization
published2000 · Uncertainty in Artificial Intelligence · 29 citations
with Max Chickering, C. E. Meek, Robert Rounthwaite, Carl Kadie, David Maxwell Chickering, Christopher Meek
Uncertainty in Artificial Intelligence
On the geometry of DAG models with hidden variables.
published1999 · International Conference on Artificial Intelligence and Statistics · 5 citations
with Dan Geiger, Henry King, Christopher Meek
no link
A characterization of the bivariate wishart distribution
published1998 · Probability and Mathematical Statistics · 11 citations
with Dan Geiger
no link
Probabilistic relevance relations
published1998 · IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans · 2 citations
with Dan Geiger
IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans
Efficient Approximations for the Marginal Likelihood of Bayesian Networks with Hidden Variables
published1997 · Machine Learning · 297 citations
with David Maxwell Chickering
Machine Learning
Challenge: what is the impact of Bayesian networks on learning?
published1997 · International Joint Conference on Artificial Intelligence · 24 citations
with Nir Friedman, Moisés Goldszmidt, Stuart Russell
no link
A characterization of the Dirichlet distribution through global and local parameter independence
published1997 · The Annals of Statistics · 111 citations
with Dan Geiger
The Annals of Statistics
Bayesian Networks for Data Mining
published1997 · Data Mining and Knowledge Discovery · 631 citations
Data Mining and Knowledge Discovery
Efficient Approximations for the Marginal Likelihood of Incomplete Data Given a Bayesian Network
published1997 · Machine Learning · 56 citations
with Max Chickering, David Maxwell Chickering
Machine Learning
Probabilistic Independence Networks for Hidden Markov Probability Models
published1997 · Neural Computation · 260 citations
with Padhraic Smyth, Michael I. Jordan
Neural Computation
Knowledge representation and inference in similarity networks and Bayesian multinets
published1996 · Artificial Intelligence · 230 citations
with Dan Geiger
Artificial Intelligence
Bayesian networks for knowledge discovery
published1996 · Knowledge Discovery and Data Mining · 146 citations
no link
Causal independence for probability assessment and inference using Bayesian networks
published1996 · IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans · 359 citations
with Jack Breese
IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans
Decision-Theoretic Foundations for Causal Reasoning
published1995 · Journal of Artificial Intelligence Research · 126 citations
with Ross D. Shachter
Journal of Artificial Intelligence Research
Learning Bayesian Networks: The Combination of Knowledge and Statistical Data
published1995 · Machine Learning · 3251 citations · first circulated 1994
with Dan Geiger, David M. Chickering, David Maxwell Chickering
Machine Learning
Real-world applications of Bayesian networks
published1995 · Communications of the ACM · 379 citations
with Abe Mamdani, Michael P. Wellman
Communications of the ACM
Bayesian networks
published1995 · Communications of the ACM · 187 citations
with Michael P. Wellman
Communications of the ACM
Proceedings of the Ninth international conference on Uncertainty in artificial intelligence
published1993 · Uncertainty in Artificial Intelligence · 48 citations
with Abe Mamdani, E.H. Mamdani
Uncertainty in Artificial Intelligence
Causal Independence for Knowledge Acquisition and Inference
published1993 · Uncertainty in Artificial Intelligence · 100 citations
Uncertainty in Artificial Intelligence
Diagnosis of Multiple Faults: A Sensitivity Analysis
published1993 · Uncertainty in Artificial Intelligence · 7 citations
with Michael Shwe
Uncertainty in Artificial Intelligence
Inference Algorithms for Similarity Networks
published1993 · Uncertainty in Artificial Intelligence · 1 citations
with Dan Geiger
Uncertainty in Artificial Intelligence
Preface
published1993 · Uncertainty in Artificial Intelligence
with Abe Mamdani, Michael P. Wellman
Uncertainty in Artificial Intelligence
From certainty factors to belief networks
published1992 · Artificial Intelligence in Medicine · 91 citations
with Edward H. Shortliffe
Artificial Intelligence in Medicine
Toward Normative Expert Systems: Part I The Pathfinder Project
published1992 · Methods of Information in Medicine · 371 citations
with Eric Horvitz, Bharat N. Nathwani
Methods of Information in Medicine
A combination of cutset conditioning with clique-tree propagation in the Pathfinder system
published1990 · Uncertainty in Artificial Intelligence · 23 citations
with Henri J. Suermondt, Gregory F. Cooper, Jaap Suermondt
Uncertainty in Artificial Intelligence
The role of calculi in uncertain reasoning
published1987 · Uncertainty in Artificial Intelligence · 11 citations
with Michael P. Wellman
no link
A framework for comparing alternative formalisms for plausible reasoning
published1986 · National Conference on Artificial Intelligence · 99 citations
with Eric Horvitz, Curtis P. Langlotz
no link

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.