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Artificial Intelligence

72,274 papers (0 classified directly here)

Subtopics

Core AI (59,089) Learning Paradigms (14,108) Bayesian & Probabilistic (4,335)

Papers per year

2
22
193
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14833
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Papers (including subtopics)

Finding Latent Causes in Causal Networks: an Efficient Approach Based on Markov Blankets NIPS 2008
Goal-directed decision making in prefrontal cortex: a computational framework NIPS 2008
Interpreting the neural code with Formal Concept Analysis NIPS 2008
Improving on Expectation Propagation NIPS 2008
Learning a discriminative hidden part model for human action recognition NIPS 2008
Extracting State Transition Dynamics from Multiple Spike Trains with Correlated Poisson HMM NIPS 2008
Partially Observed Maximum Entropy Discrimination Markov Networks NIPS 2008
Playing Pinball with non-invasive BCI NIPS 2008
Logistic Normal Priors for Unsupervised Probabilistic Grammar Induction NIPS 2008
Variational Mixture of Gaussian Process Experts NIPS 2008
Non-stationary dynamic Bayesian networks NIPS 2008
Nonlinear causal discovery with additive noise models NIPS 2008
Simple Local Models for Complex Dynamical Systems NIPS 2008
Multiscale Random Fields with Application to Contour Grouping NIPS 2008
Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex NIPS 2008
Temporal Difference Based Actor Critic Learning - Convergence and Neural Implementation NIPS 2008
The Mondrian Process NIPS 2008
A Recursive Method for Structural Learning of Directed Acyclic Graphs JMLR 2008
Learning Control Knowledge for Forward Search Planning JMLR 2008
Bayesian Inference and Optimal Design for the Sparse Linear Model JMLR 2008
Accelerated Neural Evolution through Cooperatively Coevolved Synapses JMLR 2008
Search for Additive Nonlinear Time Series Causal Models JMLR 2008
Causal Reasoning with Ancestral Graphs JMLR 2008
Dynamic Hierarchical Markov Random Fields for Integrated Web Data Extraction JMLR 2008
Universal Multi-Task Kernels JMLR 2008