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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

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193
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14833
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Papers (including subtopics)

SMERED: A Bayesian Approach to Graphical Record Linkage and De-duplication AISTATS 2014
Adaptive Variable Clustering in Gaussian Graphical Models AISTATS 2014
Accelerating ABC methods using Gaussian processes AISTATS 2014
A New Approach to Probabilistic Programming Inference AISTATS 2014
Context Aware Group Nearest Shrunken Centroids in Large-Scale Genomic Studies AISTATS 2014
Generating Efficient MCMC Kernels from Probabilistic Programs AISTATS 2014
Efficient Transfer Learning Method for Automatic Hyperparameter Tuning AISTATS 2014
Higher-Order Regret Bounds with Switching Costs COLT 2014
Stochastic Regret Minimization via Thompson Sampling COLT 2014
Approachability in unknown games: Online learning meets multi-objective optimization COLT 2014
Belief propagation, robust reconstruction and optimal recovery of block models COLT 2014
Finding a most biased coin with fewest flips COLT 2014
lil’ UCB : An Optimal Exploration Algorithm for Multi-Armed Bandits COLT 2014
Human vs. Computer in Scene and Object Recognition CVPR 2014
Look at the Driver, Look at the Road: No Distraction! No Accident! CVPR 2014
From Categories to Individuals in Real Time -- A Unified Boosting Approach CVPR 2014
Inferring Analogous Attributes CVPR 2014
Beyond Comparing Image Pairs: Setwise Active Learning for Relative Attributes CVPR 2014
Visual Persuasion: Inferring Communicative Intents of Images CVPR 2014
The Secrets of Salient Object Segmentation CVPR 2014
Bayesian Active Contours with Affine-Invariant, Elastic Shape Prior CVPR 2014
Point Matching in the Presence of Outliers in Both Point Sets: A Concave Optimization Approach CVPR 2014
Iterative Multilevel MRF Leveraging Context and Voxel Information for Brain Tumour Segmentation in MRI CVPR 2014
Simultaneous Localization and Calibration: Self-Calibration of Consumer Depth Cameras CVPR 2014
Discriminative Feature-to-Point Matching in Image-Based Localization CVPR 2014