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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)

Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing NIPS 2007
The Infinite Gamma-Poisson Feature Model NIPS 2007
Continuous Time Particle Filtering for fMRI NIPS 2007
Computing Robust Counter-Strategies NIPS 2007
Learning with Tree-Averaged Densities and Distributions NIPS 2007
Variational inference for Markov jump processes NIPS 2007
Expectation Maximization and Posterior Constraints NIPS 2007
On Sparsity and Overcompleteness in Image Models NIPS 2007
A Bayesian LDA-based model for semi-supervised part-of-speech tagging NIPS 2007
Efficient multiple hyperparameter learning for log-linear models NIPS 2007
Discovering Weakly-Interacting Factors in a Complex Stochastic Process NIPS 2007
Evaluating Search Engines by Modeling the Relationship Between Relevance and Clicks NIPS 2007
Efficient Bayesian Inference for Dynamically Changing Graphs NIPS 2007
Markov Chain Monte Carlo with People NIPS 2007
Estimating disparity with confidence from energy neurons NIPS 2007
Fixing Max-Product: Convergent Message Passing Algorithms for MAP LP-Relaxations NIPS 2007
An in-silico Neural Model of Dynamic Routing through Neuronal Coherence NIPS 2007
Hidden Common Cause Relations in Relational Learning NIPS 2007
The Generalized FITC Approximation NIPS 2007
A Spectral Regularization Framework for Multi-Task Structure Learning NIPS 2007
CPR for CSPs: A Probabilistic Relaxation of Constraint Propagation NIPS 2007
A New View of Automatic Relevance Determination NIPS 2007
Sequential Hypothesis Testing under Stochastic Deadlines NIPS 2007
TrueSkill Through Time: Revisiting the History of Chess NIPS 2007
Combined discriminative and generative articulated pose and non-rigid shape estimation NIPS 2007