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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)

Efficient Grounding of Abstract Spatial Concepts for Natural Language Interaction with Robot Manipulators RSS 2016
Learnability of Influence in Networks NIPS 2015
Bandits with Unobserved Confounders: A Causal Approach NIPS 2015
BACKSHIFT: Learning causal cyclic graphs from unknown shift interventions NIPS 2015
Learning Causal Graphs with Small Interventions NIPS 2015
Statistical Unfolded Logic Learning ACML 2015
Incorporating Trustiness and Collective Synonym/Contrastive Evidence into Taxonomy Construction EMNLP 2015
Telling cause from effect in deterministic linear dynamical systems ICML 2015
Towards a Learning Theory of Cause-Effect Inference ICML 2015
Causal Inference by Identification of Vector Autoregressive Processes with Hidden Components ICML 2015
Removing systematic errors for exoplanet search via latent causes ICML 2015
Constraint-based Causal Discovery from Multiple Interventions over Overlapping Variable Sets JMLR 2015
From Dependency to Causality: A Machine Learning Approach JMLR 2015
The Randomized Causation Coefficient JMLR 2015
Graphical Models for Recovering Probabilistic and Causal Queries from Missing Data NIPS 2014
Causal Strategic Inference in Networked Microfinance Economies NIPS 2014
Transportability from Multiple Environments with Limited Experiments: Completeness Results NIPS 2014
Scaling-up Importance Sampling for Markov Logic Networks NIPS 2014
New Rules for Domain Independent Lifted MAP Inference NIPS 2014
An Integer Polynomial Programming Based Framework for Lifted MAP Inference NIPS 2014
Universal Option Models NIPS 2014
Learning on graphs using Orthonormal Representation is Statistically Consistent NIPS 2014
Randomized Experimental Design for Causal Graph Discovery NIPS 2014
Non-Asymptotic Analysis of Relational Learning with One Network AISTATS 2014
Parsing Videos of Actions with Segmental Grammars CVPR 2014