model-based optimization

Cliqueformer: Model-Based Optimization with Structured Transformers AAAI 2026 Offline Model-Based Optimization by Learning to Rank ICLR 2025 Bridging Model-Based Optimization and Generative Modeling via Conservative Fine-Tuning of Diffusion Models NeurIPS 2024 Designing Cell-Type-Specific Promoter Sequences Using Conservative Model-Based Optimization NeurIPS 2024 Generative Adversarial Model-Based Optimization via Source Critic Regularization NeurIPS 2024 Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization NeurIPS 2024 Offline Model-Based Optimization via Policy-Guided Gradient Search AAAI 2024 Robust Black-Box Optimization for Stochastic Search and Episodic Reinforcement Learning JMLR 2024 Robust Model-Based Optimization for Challenging Fitness Landscapes ICLR 2024 ContactGen: Generative Contact Modeling for Grasp Generation ICCV 2023 Continuation Path Learning for Homotopy Optimization ICML 2023 Design from Policies: Conservative Test-Time Adaptation for Offline Policy Optimization NeurIPS 2023 Generative Pretraining for Black-Box Optimization ICML 2023 HyperJump: Accelerating HyperBand via Risk Modelling AAAI 2023 Parallel-mentoring for Offline Model-based Optimization NeurIPS 2023 PLIKS: A Pseudo-Linear Inverse Kinematic Solver for 3D Human Body Estimation CVPR 2023 Accelerated, Optimal and Parallel: Some results on model-based stochastic optimization ICML 2022 Bidirectional Learning for Offline Infinite-width Model-based Optimization NeurIPS 2022 Constrained Discrete Black-Box Optimization using Mixed-Integer Programming ICML 2022 Data-Driven Offline Decision-Making via Invariant Representation Learning NeurIPS 2022 Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization ICML 2022 Pareto Set Learning for Expensive Multi-Objective Optimization NeurIPS 2022 Conservative Objective Models for Effective Offline Model-Based Optimization ICML 2021 Minibatch and Momentum Model-based Methods for Stochastic Weakly Convex Optimization NeurIPS 2021 Offline Model-Based Optimization via Normalized Maximum Likelihood Estimation ICLR 2021