Fábio G. Cozman
41 publications
19 venues
H Index 20
Affiliation
University of Sao Paulo, BrazilCarnegie Mellon University, Pittsburgh, USA
Links
| Name | Venue | Year | citations |
|---|---|---|---|
Early Detection of Extreme Storm Tide Events Using Multimodal Data Processing.
|
AAAI | 2024 | 2 |
| dPASP: A Probabilistic Logic Programming Environment For Neurosymbolic Learning and Reasoning.
|
KR | 2024 | 4 |
| Legal Document-Based, Domain-Driven Q&A System: LLMs in Perspective.
|
IJCNN | 2024 | 4 |
| Abductive Reasoning in Logical Credal Networks.
|
NIPS/NeurIPS | 2024 | 1 |
| Credal Marginal MAP.
|
NIPS/NeurIPS | 2023 | 4 |
| A Credal Least Undefined Stable Semantics for Probabilistic Logic Programs and Probabilistic Argumentation.
|
KR | 2022 | 15 |
| Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean.
|
CIKM | 2021 | 18 |
| A Fully Attention-Based Information Retriever.
|
IJCNN | 2018 | 4 |
| The Finite Model Theory of Bayesian Networks: Descriptive Complexity.
|
IJCAI | 2018 | 1 |
| The complexity of Bayesian networks specified by propositional and relational languages.
|
Artificial Intelligence | 2018 | 0 |
| On the Semantics and Complexity of Probabilistic Logic Programs.
|
JAIR | 2017 | 29 |
| The Complexity of MAP Inference in Bayesian Networks Specified Through Logical Languages.
|
IJCAI | 2015 | 12 |
| Bayesian Networks Specified Using Propositional and Relational Constructs: Combined, Data, and Domain Complexity.
|
AAAI | 2015 | 15 |
| Speeding-up reinforcement learning through abstraction and transfer learning.
|
AAMAS | 2013 | 13 |
| Complexity of Inferences in Polytree-shaped Semi-Qualitative Probabilistic Networks.
|
AAAI | 2013 | 9 |
| Simultaneous Abstract and Concrete Reinforcement Learning.
|
SARA | 2011 | 8 |
| Sequential decision making with partially ordered preferences.
|
Artificial Intelligence | 2011 | 46 |
| Complexity Analysis and Variational Inference for Interpretation-based Probabilistic Description Logic.
|
UAI | 2009 | 33 |
| Efficient Solutions to Factored MDPs with Imprecise Transition Probabilities.
|
ICAPS | 2009 | 0 |
| Planning under Risk and Knightian Uncertainty.
|
IJCAI | 2007 | 50 |
| The Inferential Complexity of Bayesian and Credal Networks.
|
IJCAI | 2005 | 88 |
| Belief Updating and Learning in Semi-Qualitative Probabilistic Networks.
|
UAI | 2005 | 33 |
| Semisupervised Learning of Classifiers: Theory, Algorithms, and Their Application to Human-Computer Interaction.
|
TPAMI | 2004 | 249 |
| Generating Random Bayesian Networks with Constraints on Induced Width.
|
ECAI | 2004 | 60 |
| Axiomatizing Noisy-OR.
|
ECAI | 2004 | 36 |
| Propositional and Relational Bayesian Networks Associated with Imprecise and Qualitat.
|
UAI | 2004 | 27 |
| Semi-Supervised Learning of Mixture Models.
|
ICML | 2003 | 236 |
| Inference in Polytrees with Sets of Probabilities.
|
UAI | 2003 | 0 |
| Learning Bayesian Network Classifiers for Facial Expression Recognition using both Labeled and Unlabeled Data.
|
CVPR | 2003 | 0 |
| Inference with Seperately Specified Sets of Probabilities in Credal Networks.
|
UAI | 2002 | 44 |
| Separation Properties of Sets of Probability Measures.
|
UAI | 2000 | 22 |
| Outdoor Visual Position Estimation for Planetary Rovers.
|
Autonomous Robots | 2000 | 68 |
| Credal networks.
|
Artificial Intelligence | 2000 | 388 |
| Fast software image stabilization with color registration.
|
IROS | 1998 | 15 |
| Irrelevance and Independence Relations in quasi-Bayesian Networks.
|
UAI | 1998 | 16 |
| Depth from Scattering.
|
CVPR | 1997 | 191 |
| Automatic mountain detection and pose estimation for teleoperation of lunar rovers.
|
ICRA | 1997 | 65 |
| Robustness Analysis of Bayesian Networks with Local Convex Sets of Distributions.
|
UAI | 1997 | 42 |
| Quasi-Bayesian Strategies for Efficient Plan Generation: Application to the Planning to Observe Problem.
|
UAI | 1996 | 10 |
| Experience with rover navigation for lunar-like terrains.
|
IROS | 1995 | 112 |
| Robot Localization Using a Computer Vision Sextant.
|
ICRA | 1995 | 67 |