conftrace_

bayesian optimization

624 papers

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Also known as

BO BAYESOPT

Co-occurring keywords

gaussian process (1200) acquisition function (129) hyperparameter optimization (406) regret bound (1926) black-box optimization (183) surrogate model (181) hyperparameter tuning (215) multi-objective optimization (364) thompson sampling (237) high-dimensional optimization (53)

Papers

Diversified Sampling for Batched Bayesian Optimization with Determinantal Point Processes AISTATS 2022
Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage CVPR 2022
A Simple Approach to Automated Spectral Clustering NIPS 2022
On the Finite-Time Performance of the Knowledge Gradient Algorithm ICML 2022
Bridging Central and Local Differential Privacy in Data Acquisition Mechanisms NIPS 2022
Ranking and Tuning Pre-trained Models: A New Paradigm for Exploiting Model Hubs JMLR 2022
Human-AI Collaborative Bayesian Optimisation NIPS 2022
Spectral Representation of Robustness Measures for Optimization Under Input Uncertainty ICML 2022
Uncertainty Quantification for Bayesian Optimization AISTATS 2022
Efficient Device Scheduling with Multi-Job Federated Learning AAAI 2022
Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders ICML 2022
Sequential and Parallel Constrained Max-value Entropy Search via Information Lower Bound ICML 2022
Adaptive Gating for Single-Photon 3D Imaging CVPR 2022
On provably robust meta-Bayesian optimization UAI 2022
Multi-objective Bayesian optimization over high-dimensional search spaces UAI 2022
Demystifying the Adversarial Robustness of Random Transformation Defenses ICML 2022
Information-Theoretic Safe Exploration with Gaussian Processes NIPS 2022
Scaling Gaussian Process Optimization by Evaluating a Few Unique Candidates Multiple Times ICML 2022
Scalable First-Order Bayesian Optimization via Structured Automatic Differentiation ICML 2022
Joint Entropy Search for Multi-Objective Bayesian Optimization NIPS 2022
Movement Penalized Bayesian Optimization with Application to Wind Energy Systems NIPS 2022
Real-Time Generation of Time-Optimal Quadrotor Trajectories with Semi-Supervised Seq2Seq Learning CORL 2022
Rethinking Optimization with Differentiable Simulation from a Global Perspective CORL 2022
Combinatorial Bayesian optimization with random mapping functions to convex polytopes UAI 2022
Combining Constraint Solving and Bayesian Techniques for System Optimization IJCAI 2022