| 2026 | AAAI | Why Isn't Relational Learning Taking Over the World? | David Poole |
| 2025 | EDM | A Comparison of Real-Time User Classification Methods using Interaction Data for Open-ended Learning. | Rohit Murali, Cristina Conati, David Poole |
| 2020 | IJCAI | Knowledge Hypergraphs: Prediction Beyond Binary Relations. | Bahare Fatemi, Perouz Taslakian, David Vzquez, David Poole |
| 2020 | IJCAI | Predicting Landslides Using Locally Aligned Convolutional Neural Networks. | Ainaz Hajimoradlou, Gioachino Roberti, David Poole |
| 2019 | AAAI | Improved Knowledge Graph Embedding Using Background Taxonomic Information. | Bahare Fatemi, Siamak Ravanbakhsh, David Poole |
| 2018 | AAAI | RelNN: A Deep Neural Model for Relational Learning. | Seyed Mehran Kazemi, David Poole |
| 2018 | KR | Structure Learning for Relational Logistic Regression: An Ensemble Approach. | Nandini Ramanan, Gautam Kunapuli, Tushar Khot, Bahare Fatemi, Seyed Mehran Kazemi, David Poole, Kristian Kersting, Sriraam Natarajan |
| 2017 | UAI | Why Rules are Complex: Real-Valued Probabilistic Logic Programs are not Fully Expressive. | David Buchman, David Poole |
| 2016 | AAAI | Lazy Arithmetic Circuits. | Seyed Mehran Kazemi, David Poole |
| 2016 | AI | Representation, Reasoning, and Learning for a Relational Influence Diagram Applied to a Real-Time Geological Domain. | Matthew C. Dirks, Andrew Csinger, Andrew Bamber, David Poole |
| 2016 | KR | Negation Without Negation in Probabilistic Logic Programming. | David Buchman, David Poole |
| 2016 | KR | Knowledge Compilation for Lifted Probabilistic Inference: Compiling to a Low-Level Language. | Seyed Mehran Kazemi, David Poole |
| 2016 | KR | Probabilistic Models over Weighted Orderings: Fixed-Parameter Tractable Variable Elimination. | Thomas Lukasiewicz, Maria Vanina Martinez, David Poole, Gerardo Ignacio Simari |
| 2015 | AAAI | Representing Aggregators in Relational Probabilistic Models. | David Buchman, David Poole |
| 2014 | AAAI | Preface. | Guy Van den Broeck, Kristian Kersting, Sriraam Natarajan, David Poole |
| 2014 | AAAI | Representation, Reasoning, and Learning for a Relational Influence Diagram Applied to a Real-Time Geological Domain. | Matthew C. Dirks, Andrew Csinger, Andrew Bamber, David Poole |
| 2014 | AAAI | Relational Logistic Regression: The Directed Analog of Markov Logic Networks. | Seyed Mehran Kazemi, David Buchman, Kristian Kersting, Sriraam Natarajan, David Poole |
| 2014 | AAAI | Elimination Ordering in Lifted First-Order Probabilistic Inference. | Seyed Mehran Kazemi, David Poole |
| 2014 | KR | Relational Logistic Regression. | Seyed Mehran Kazemi, David Buchman, Kristian Kersting, Sriraam Natarajan, David Poole |
| 2013 | AAAI | Preface. | Vibhav Gogate, Kristian Kersting, Sriraam Natarajan, David Poole |
| 2013 | AAAI | On Integrating Ontologies with Relational Probabilistic Models. | Chia-Li Kuo, David Poole |
| 2013 | HCI | Image Quality Assessment Using the SSIM and the Just Noticeable Difference Paradigm. | Jeremy R. Flynn, Steve Ward, Julian Abich IV, David Poole |
| 2013 | IJCAI | Probabilistic Reasoning with Undefined Properties in Ontologically-Based Belief Networks. | Chia-Li Kuo, David Buchman, Arzoo Katiyar, David Poole |
| 2013 | IJCAI | Cyclic Causal Models with Discrete Variables: Markov Chain Equilibrium Semantics and Sample Ordering. | David Poole, Mark Crowley |
| 2012 | AAAI | A Search Algorithm for Latent Variable Models with Unbounded Domains. | Michael Chiang, David Poole |
| 2011 | AAAI | Policy Gradient Planning for Environmental Decision Making with Existing Simulators. | Mark Crowley, David Poole |
| 2011 | LPNMR | Logic, Probability and Computation: Foundations and Issues of Statistical Relational AI. | David Poole |
| 2010 | ILP | Probabilistic Relational Learning and Inductive Logic Programming at a Global Scale. | David Poole |
| 2010 | KR | Towards a Logic of Feature-Based Semantic Science Theories. | David Poole |
| 2009 | CHI | Designing and deploying usetube, google's global user experience observation and recording system. | Mark LaRosa, David Poole, Rudy Schusteritsch |
| 2009 | IJCAI | Lifted Aggregation in Directed First-Order Probabilistic Models. | Jacek Kisynski, David Poole |
| 2009 | UAI | Seeing the Forest Despite the Trees: Large Scale Spatial-Temporal Decision Making. | Mark Crowley, John Nelson, David Poole |
| 2009 | UAI | Constraint Processing in Lifted Probabilistic Inference. | Jacek Kisynski, David Poole |
| 2007 | AAAI | Logical Generative Models for Probabilistic Reasoning about Existence, Roles and Identity. | David Poole |
| 2007 | AI | Adding Local Constraints to Bayesian Networks. | Mark Crowley, Brent Boerlage, David Poole |
| 2007 | ICIP | Characterizing packet-loss impairments in compressed video. | Amy R. Reibman, David Poole |
| 2007 | UAI | A System for Ontologically-Grounded Probabilistic Matching. | Rita Sharma, David Poole, Clinton Smyth |
| 2005 | AI | Probability and Equality: A Probabilistic Model of Identity Uncertainty. | Rita Sharma, David Poole |
| 2005 | ECSQARU | Type Uncertainty in Ontologically-Grounded Qualitative Probabilistic Matching. | David Poole, Clinton Smyth |
| 2005 | IJCAI | Probabilistic Reasoning with Hierarchically Structured Variables. | Rita Sharma, David Poole |
| 2005 | ITiCSE | Designing CIspace: pedagogy and usability in a learning environment for AI. | Saleema Amershi, N. Arksey, Giuseppe Carenini, Cristina Conati, Alan K. Mackworth, Heather Maclaren, David Poole |
| 2005 | UAI | Nonparametric Bayesian Logic. | Peter Carbonetto, Jacek Kisynski, Nando de Freitas, David Poole |
| 2004 | KDD | Estimating the size of the telephone universe: a Bayesian Mark-recapture approach. | David Poole |
| 2004 | KR | Qualitative Probabilistic Matching with Hierarchical Descriptions. | Clinton Smyth, David Poole |
| 2003 | IJCAI | First-order probabilistic inference. | David Poole |
| 2003 | IUI | Towards more conversational and collaborative recommender systems. | Giuseppe Carenini, Jocelyin Smith, David Poole |
| 2003 | UAI | Efficient Inference in Large Discrete Domains. | Rita Sharma, David Poole |
| 2001 | UAI | Symmetric Collaborative Filtering Using the Noisy Sensor Model. | Rita Sharma, David Poole |
| 2000 | AAAI | Predicting Future User Actions by Observing Unmodified Applications. | Peter Gorniak, David Poole |
| 2000 | UAI | Building a Stochastic Dynamic Model of Application Use. | Peter Gorniak, David Poole |
| 1999 | UAI | Reasoning With Conditional Ceteris Paribus Preference Statements. | Craig Boutilier, Ronen I. Brafman, Holger H. Hoos, David Poole |
| 1998 | UAI | Context-specific approximation in probabilistic inference. | David Poole |
| 1997 | IJCAI | Probabilistic Partial Evaluation: Exploiting Rule Structure in Probabilistic Inference. | David Poole |
| 1996 | AAAI | Computing Optimal Policies for Partially Observable Decision Processes Using Compact Representations. | Craig Boutilier, David Poole |
| 1996 | ECAI | Adapting Decision Theory for Multimedia Presentation Design: User Modelling for Intent-based Authoring. | Andrew Csinger, David Poole |
| 1996 | UAI | A Framework for Decision-Theoretic Planning I: Combining the Situation Calculus, Conditional Plans, Probability and Utility. | David Poole |
| 1995 | IJCAI | Logic Programming for Robot Control. | David Poole |
| 1995 | UAI | Exploiting the Rule Structure for Decision Making within the Independent Choice Logic. | David Poole |
| 1993 | IJCAI | Hypothetically Speaking Default Reasoning and Discourse-Structure. | Andrew Csinger, David Poole |
| 1993 | IJCAI | Average-Case Analysis of a Search Algorithm for Estimating Prior and Posterior Probabilities in Bayesian Networks with Extreme Probabilities. | David Poole |
| 1993 | UAI | The use of conflicts in searching Bayesian networks. | David Poole |
| 1992 | UAI | Exploring Localization in Bayesian Networks for Large Expert Systems. | Yang Xiang, David Poole, Michael P. Beddoes |
| 1991 | IJCAI | Query Answering in Circumscription. | Nicolas Helft, Katsumi Inoue, David Poole |
| 1991 | IJCAI | Representing Diagnostic Knowledge for Probabilistic Horn Abduction. | David Poole |
| 1991 | UAI | Representing Bayesian Networks Within Probabilistic Horn Abduction. | David Poole |
| 1989 | IJCAI | Normality and Faults in Logic-Based Diagnosis. | David Poole |
| 1989 | KR | What the Lottery Paradox Tells Us About Default Reasoning. | David Poole |
| 1989 | UAI | Can Uncertainty Management be Realized in a Finite Totally Ordered Probability Algebra? | Yang Xiang, Michael P. Beddoes, David Poole |
| 1987 | IJCAI | Variables in Hypotheses. | David Poole |
| 1986 | ICLP | Using Definite Clauses and Integrity Constraints as the Basis for a Theory Formation Approach to Diagnostic Reasoning. | Randy Goebel, Koichi Furukawa, David Poole |
| 1986 | ICLP | Gracefully adding negation and disjunction to Prolog. | David Poole, Randy Goebel |
| 1985 | IJCAI | On the Comparison of Theories: Preferring the Most Specific Explanation. | David Poole |