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← Bayesian & Probabilistic
Machine Learning
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Bayesian & Probabilistic
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Bayesian Optimization
122 directly classified papers
Papers per year
2009: 1
2010: 1
2011: 1
2013: 3
2014: 2
2015: 3
2016: 6
2017: 6
2018: 9
2019: 12
2020: 14
2021: 12
2022: 16
2023: 8
2024: 19
2025: 9
Papers
Model Fusion through Bayesian Optimization in Language Model Fine-Tuning
NIPS 2024
Graph Bayesian Optimization for Multiplex Influence Maximization
AAAI 2024
Inversion-based Latent Bayesian Optimization
NIPS 2024
Learning Regions of Interest for Bayesian Optimization with Adaptive Level-Set Estimation
ICML 2023
Batch Bayesian Optimization For Replicable Experimental Design
NIPS 2023
Advancing Bayesian Optimization via Learning Correlated Latent Space
NIPS 2023
Bayesian Optimization-Based Combinatorial Assignment
AAAI 2023
Multi-Fidelity Bayesian Optimization with Unreliable Information Sources
AISTATS 2023
PROTES: Probabilistic Optimization with Tensor Sampling
NIPS 2023
Contextual Gaussian Process Bandits with Neural Networks
NIPS 2023
On the Sublinear Regret of GP-UCB
NIPS 2023
Efficient Distributionally Robust Bayesian Optimization with Worst-case Sensitivity
ICML 2022
Bayesian Optimization over Permutation Spaces
AAAI 2022
Generalizing Bayesian Optimization with Decision-theoretic Entropies
NIPS 2022
Human-AI Collaborative Bayesian Optimisation
NIPS 2022
Movement Penalized Bayesian Optimization with Application to Wind Energy Systems
NIPS 2022
Local Bayesian optimization via maximizing probability of descent
NIPS 2022
Bayesian Optimistic Optimization: Optimistic Exploration for Model-based Reinforcement Learning
NIPS 2022
Bayesian Optimisation for Active Monitoring of Air Pollution
AAAI 2022
A Simple Approach to Automated Spectral Clustering
NIPS 2022
Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel
NIPS 2022
Joint Entropy Search for Multi-Objective Bayesian Optimization
NIPS 2022
Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces
NIPS 2022
SnAKe: Bayesian Optimization with Pathwise Exploration
NIPS 2022
Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization
NIPS 2022
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