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Knowledge & Reasoning

3,940 papers (1 classified directly here)

Subtopics

Reasoning (2,428) Representation (1,906)

Papers per year

17
13
418
543
'10
'15
'20
'25

Papers (including subtopics)

Meta-Transportability of Causal Effects: A Formal Approach AISTATS 2013
A simple criterion for controlling selection bias AISTATS 2013
Discovering the Structure of a Planar Mirror System from Multiple Observations of a Single Point CVPR 2013
NEIL: Extracting Visual Knowledge from Web Data ICCV 2013
Network Principles for SfM: Disambiguating Repeated Structures with Local Context ICCV 2013
Event Detection in Complex Scenes Using Interval Temporal Constraints ICCV 2013
Visual Semantic Complex Network for Web Images ICCV 2013
Learning Linear Bayesian Networks with Latent Variables ICML 2013
Convex Relaxations for Learning Bounded-Treewidth Decomposable Graphs ICML 2013
SADA: A General Framework to Support Robust Causation Discovery ICML 2013
Modeling Temporal Evolution and Multiscale Structure in Networks ICML 2013
Exploiting Ontology Structures and Unlabeled Data for Learning ICML 2013
Estimation of Causal Peer Influence Effects ICML 2013
Bridging the Gap Between Refinement and Heuristics in Abstraction IJCAI 2013
Experiment Selection for Causal Discovery JMLR 2013
Counterfactual Reasoning and Learning Systems: The Example of Computational Advertising JMLR 2013
A latent factor model for highly multi-relational data NIPS 2012
Human memory search as a random walk in a semantic network NIPS 2012
Symbolic Dynamic Programming for Continuous State and Observation POMDPs NIPS 2012
Causal discovery with scale-mixture model for spatiotemporal variance dependencies NIPS 2012
Link Prediction in Graphs with Autoregressive Features NIPS 2012
Trajectory-Based Short-Sighted Probabilistic Planning NIPS 2012
Action-Model Based Multi-agent Plan Recognition NIPS 2012
Learning Networks of Heterogeneous Influence NIPS 2012
Learning the Dependency Structure of Latent Factors NIPS 2012