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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
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Papers (including subtopics)

Relational Learning with One Network: An Asymptotic Analysis AISTATS 2011
An Instantiation-Based Theorem Prover for First-Order Programming AISTATS 2011
Controlling Wild Bodies Using Linear Temporal Logic RSS 2011
The Motion Grammar: Linguistic Perception, Planning, and Control RSS 2011
Probabilistic Analysis of Correctness of High-Level Robot Behavior with Sensor Error RSS 2011
Probabilistic Belief Revision with Structural Constraints NIPS 2010
Link Discovery using Graph Feature Tracking NIPS 2010
More data means less inference: A pseudo-max approach to structured learning NIPS 2010
Lifted Inference Seen from the Other Side : The Tractable Features NIPS 2010
Sparse Instrumental Variables (SPIV) for Genome-Wide Studies NIPS 2010
Causal discovery in multiple models from different experiments NIPS 2010
Learning concept graphs from text with stick-breaking priors NIPS 2010
Learning Networks of Stochastic Differential Equations NIPS 2010
Block Variable Selection in Multivariate Regression and High-dimensional Causal Inference NIPS 2010
Efficient Relational Learning with Hidden Variable Detection NIPS 2010
Probabilistic latent variable models for distinguishing between cause and effect NIPS 2010
On the Convexity of Latent Social Network Inference NIPS 2010
Using Descendants as Instrumental Variables for the Identification of Direct Causal Effects in Linear SEMs AISTATS 2010
Sufficient covariates and linear propensity analysis AISTATS 2010
Bayesian structure discovery in Bayesian networks with less space AISTATS 2010
Introduction to Causal Inference JMLR 2010
PLISS: Detecting and Labeling Places Using Online Change-Point Detection RSS 2010
Non-stationary continuous dynamic Bayesian networks NIPS 2009
Nonparametric Latent Feature Models for Link Prediction NIPS 2009
Nonlinear directed acyclic structure learning with weakly additive noise models NIPS 2009