David D. Jensen
Orcid: 0000-0001-5653-3349Affiliations:
- University of Massachusetts Amherst, College of Information and Computer Sciences
According to our database1,
David D. Jensen
authored at least 103 papers
between 1996 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
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on orcid.org
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on dl.acm.org
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Bibliography
2023
Proceedings of the Winter Simulation Conference, 2023
2022
Improving the Efficiency of the PC Algorithm by Using Model-Based Conditional Independence Tests.
CoRR, 2022
Stick It to The Man: Correcting for Non-Cooperative Behavior of Subjects in Experiments on Social Networks.
Proceedings of the 31st USENIX Security Symposium, 2022
2021
Brittle AI, Causal Confusion, and Bad Mental Models: Challenges and Successes in the XAI Program.
CoRR, 2021
How and Why to Use Experimental Data to Evaluate Methods for Observational Causal Inference.
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
CoRR, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Exploratory Not Explanatory: Counterfactual Analysis of Saliency Maps for Deep Reinforcement Learning.
Proceedings of the 8th International Conference on Learning Representations, 2020
Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2019
Proc. ACM Program. Lang., 2019
CoRR, 2019
Toybox: A Suite of Environments for Experimental Evaluation of Deep Reinforcement Learning.
CoRR, 2019
Let's Play Again: Variability of Deep Reinforcement Learning Agents in Atari Environments.
CoRR, 2019
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019
The Case for Evaluating Causal Models Using Interventional Measures and Empirical Data.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
2018
CoRR, 2018
CoRR, 2018
2016
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
2015
Proceedings of the UAI 2015 Workshop on Advances in Causal Inference co-located with the 31st Conference on Uncertainty in Artificial Intelligence (UAI 2015), 2015
Proceedings of the 46th ACM Technical Symposium on Computer Science Education, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Proceedings of the 23rd International World Wide Web Conference, 2014
Proceedings of the UAI 2014 Workshop Causal Inference: Learning and Prediction co-located with 30th Conference on Uncertainty in Artificial Intelligence (UAI 2014), 2014
Classifier-Adjusted Density Estimation for Anomaly Detection and One-Class Classification.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014
2013
Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
2011
ACM Trans. Knowl. Discov. Data, 2011
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
2010
The Application of Statistical Relational Learning to a Database of Criminal and Terrorist Activity.
Proceedings of the SIAM International Conference on Data Mining, 2010
Proceedings of the First Workshop on Social Media Analytics, 2010
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
2009
Proceedings of the ICDM 2009, 2009
Knowledge Discovery by Design.
Proceedings of the KDIR 2009 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Funchal, 2009
2008
Proc. VLDB Endow., 2008
Mach. Learn., 2008
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008
Automatic identification of quasi-experimental designs for discovering causal knowledge.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Proceedings of the Automated Scientific Discovery, 2008
2007
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
Proceedings of the Inductive Logic Programming, 17th International Conference, 2007
Proceedings of the Inductive Logic Programming, 17th International Conference, 2007
Proceedings of the Machine Learning, 2007
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
2006
Introduction to the special issue on multi-relational data mining and statistical relational learning.
Mach. Learn., 2006
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006
Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006
The NFL Coaching Network: Analysis of the Social Network among Professional Football Coaches.
Proceedings of the Capturing and Using Patterns for Evidence Detection, 2006
2005
Proceedings of the Privacy Enhancing Technologies, 5th International Workshop, 2005
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005
Proceedings of the Proceedings, 2005
2004
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004
2003
Exploiting relational structure to understand publication patterns in high-energy physics.
SIGKDD Explor., 2003
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003
Identifying Predictive Structures in Relational Data Using Multiple Instance Learning.
Proceedings of the Machine Learning, 2003
Proceedings of the Machine Learning, 2003
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003
2002
Proceedings of the Inductive Logic Programming, 12th International Conference, 2002
Linkage and Autocorrelation Cause Feature Selection Bias in Relational Learning.
Proceedings of the Machine Learning, 2002
2000
Data Snooping, Dredging and Fishing: The Dark Side of Data Mining, A SIGKDD99 Panel Report.
SIGKDD Explor., 2000
Proceedings of the Graph Drawing, 8th International Symposium, 2000
Proceedings of the 2000 ACM CIKM International Conference on Information and Knowledge Management, 2000
1999
Proceedings of the international joint conference on Work activities coordination and collaboration 1999, 1999
Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999
Statistical challenges to inductive inference in linked data.
Proceedings of the Seventh International Workshop on Artificial Intelligence and Statistics, 1999
Toward a Theoretical Understanding of Why and When Decision Tree Pruning Algorithms Fail.
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999
1998
Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998
1997
Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997
Proceedings of the Advances in Intelligent Data Analysis, 1997
The Effects of Training Set Size on Decision Tree Complexity.
Proceedings of the Fourteenth International Conference on Machine Learning (ICML 1997), 1997
1996
Technology, language, and public decisions: finding common ground for experts and citizens.
Proceedings of the 1996 International Symposium on Technology and Society Technical Expertise and Public Decisions, 1996