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← Optimization & Theory
Machine Learning
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Optimization & Theory
›
Bayesian Inference
4,821 papers
Papers per year
2001: 1
2002: 1
2003: 5
2004: 2
2005: 9
2006: 22
2007: 32
2008: 36
2009: 38
2010: 72
2011: 86
2012: 85
2013: 148
2014: 179
2015: 162
2016: 183
2017: 255
2018: 278
2019: 458
2020: 469
2021: 554
2022: 477
2023: 576
2024: 348
2025: 255
2026: 90
Papers
Computational Separations between Sampling and Optimization
NIPS 2019
Energy-efficient Path Planning for Ground Robots by and Combining Air and Ground Measurements
CORL 2019
Receding Horizon Curiosity
CORL 2019
Bayesian Fairness
AAAI 2019
Traffic Updates: Saying a Lot While Revealing a Little
AAAI 2019
Deep Bayesian Optimization on Attributed Graphs
AAAI 2019
Bayesian Functional Optimisation with Shape Prior
AAAI 2019
Adding Constraints to Bayesian Inverse Problems
AAAI 2019
Fast Iterative Combinatorial Auctions via Bayesian Learning
AAAI 2019
Hyperprior Induced Unsupervised Disentanglement of Latent Representations
AAAI 2019
Bayesian Posterior Approximation via Greedy Particle Optimization
AAAI 2019
Tensorial Change Analysis Using Probabilistic Tensor Regression
AAAI 2019
Model-Free IRL Using Maximum Likelihood Estimation
AAAI 2019
Joint Semi-Supervised Feature Selection and Classification through Bayesian Approach
AAAI 2019
Communication-Efficient Stochastic Gradient MCMC for Neural Networks
AAAI 2019
X-DMM: Fast and Scalable Model Based Text Clustering
AAAI 2019
Learning Plackett-Luce Mixtures from Partial Preferences
AAAI 2019
Block Belief Propagation for Parameter Learning in Markov Random Fields
AAAI 2019
Orthogonality-Promoting Dictionary Learning via Bayesian Inference
AAAI 2019
Bias-Variance Trade-Off in Hierarchical Probabilistic Models Using Higher-Order Feature Interactions
AAAI 2019
A Probabilistic Derivation of LASSO and L12-Norm Feature Selections
AAAI 2019
Variational Autoencoder with Implicit Optimal Priors
AAAI 2019
Refining Coarse-Grained Spatial Data Using Auxiliary Spatial Data Sets with Various Granularities
AAAI 2019
Automatic Bayesian Density Analysis
AAAI 2019
Efficient Gaussian Process Classification Using Pólya-Gamma Data Augmentation
AAAI 2019
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