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| LU-NeRF: Scene and Pose Estimation by Synchronizing Local Unposed NeRFs | Jun 8, 2023 | global-optimizationNeRF | —Unverified | 0 |
| A Generic Performance Model for Deep Learning in a Distributed Environment | May 19, 2023 | Deep Learningglobal-optimization | —Unverified | 0 |
| Toward Adversarial Training on Contextualized Language Representation | May 8, 2023 | Decoderglobal-optimization | CodeCode Available | 0 |
| A Generalized Framework for Predictive Clustering and Optimization | May 7, 2023 | Clusteringglobal-optimization | —Unverified | 0 |
| No-Regret Constrained Bayesian Optimization of Noisy and Expensive Hybrid Models using Differentiable Quantile Function Approximations | May 5, 2023 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| High-Dimensional Bayesian Optimization via Semi-Supervised Learning with Optimized Unlabeled Data Sampling | May 4, 2023 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| META-SMGO-Δ: similarity as a prior in black-box optimization | Apr 30, 2023 | global-optimizationMeta-Learning | —Unverified | 0 |
| Computational and Exploratory Landscape Analysis of the GKLS Generator | Apr 18, 2023 | Benchmarkingglobal-optimization | —Unverified | 0 |
| Leo: Lagrange Elementary Optimization | Apr 1, 2023 | global-optimization | —Unverified | 0 |
| DeepHive: A multi-agent reinforcement learning approach for automated discovery of swarm-based optimization policies | Mar 29, 2023 | global-optimizationMulti-agent Reinforcement Learning | —Unverified | 0 |
| Multi-Phase Relaxation Labeling for Square Jigsaw Puzzle Solving | Mar 26, 2023 | global-optimization | —Unverified | 0 |
| Efficient Lipschitzian Global Optimization of Hölder Continuous Multivariate Functions | Mar 24, 2023 | global-optimization | —Unverified | 0 |
| Counter-example guided inductive synthesis of control Lyapunov functions for uncertain systems | Mar 17, 2023 | global-optimization | —Unverified | 0 |
| Continuous Function Structured in Multilayer Perceptron for Global Optimization | Mar 7, 2023 | Benchmarkingglobal-optimization | —Unverified | 0 |
| A Unified Momentum-based Paradigm of Decentralized SGD for Non-Convex Models and Heterogeneous Data | Mar 1, 2023 | Edge-computingglobal-optimization | —Unverified | 0 |
| Global optimization in the discrete and variable-dimension conformational space: The case of crystal with the strongest atomic cohesion | Feb 27, 2023 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Rapid Design of Top-Performing Metal-Organic Frameworks with Qualitative Representations of Building Blocks | Feb 17, 2023 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| Scalable Bayesian optimization with high-dimensional outputs using randomized prior networks | Feb 14, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Global and Preference-based Optimization with Mixed Variables using Piecewise Affine Surrogates | Feb 9, 2023 | global-optimization | CodeCode Available | 0 |
| FedLAP-DP: Federated Learning by Sharing Differentially Private Loss Approximations | Feb 2, 2023 | Federated Learningglobal-optimization | CodeCode Available | 0 |
| Approximation of optimization problems with constraints through kernel Sum-Of-Squares | Jan 16, 2023 | Articlesglobal-optimization | —Unverified | 0 |
| A Global Optimization Algorithm for K-Center Clustering of One Billion Samples | Dec 30, 2022 | Clusteringglobal-optimization | —Unverified | 0 |
| Neighbor Auto-Grouping Graph Neural Networks for Handover Parameter Configuration in Cellular Network | Dec 29, 2022 | global-optimization | —Unverified | 0 |
| Scaling Painting Style Transfer | Dec 27, 2022 | global-optimizationGPU | CodeCode Available | 0 |