conftrace_

model-based optimization

31 papers

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Also known as

MBO

Co-occurring keywords

black-box optimization (183) offline optimization (12) surrogate model (181) bayesian optimization (624) offline reinforcement learning (492) model-based method (14) design optimization (11) neural network (6616) deep neural network (1803) inverse problem (240)

Papers

Cliqueformer: Model-Based Optimization with Structured Transformers AAAI 2026
Designing Cell-Type-Specific Promoter Sequences Using Conservative Model-Based Optimization NIPS 2024
Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization NIPS 2024
Robust Black-Box Optimization for Stochastic Search and Episodic Reinforcement Learning JMLR 2024
Offline Model-Based Optimization via Policy-Guided Gradient Search AAAI 2024
Generative Adversarial Model-Based Optimization via Source Critic Regularization NIPS 2024
Bridging Model-Based Optimization and Generative Modeling via Conservative Fine-Tuning of Diffusion Models NIPS 2024
ContactGen: Generative Contact Modeling for Grasp Generation ICCV 2023
Generative Pretraining for Black-Box Optimization ICML 2023
PLIKS: A Pseudo-Linear Inverse Kinematic Solver for 3D Human Body Estimation CVPR 2023
Parallel-mentoring for Offline Model-based Optimization NIPS 2023
Design from Policies: Conservative Test-Time Adaptation for Offline Policy Optimization NIPS 2023
HyperJump: Accelerating HyperBand via Risk Modelling AAAI 2023
Continuation Path Learning for Homotopy Optimization ICML 2023
Accelerated, Optimal and Parallel: Some results on model-based stochastic optimization ICML 2022
Bidirectional Learning for Offline Infinite-width Model-based Optimization NIPS 2022
Constrained Discrete Black-Box Optimization using Mixed-Integer Programming ICML 2022
Pareto Set Learning for Expensive Multi-Objective Optimization NIPS 2022
Data-Driven Offline Decision-Making via Invariant Representation Learning NIPS 2022
Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization ICML 2022
RoMA: Robust Model Adaptation for Offline Model-based Optimization NIPS 2021
Conservative Objective Models for Effective Offline Model-Based Optimization ICML 2021
Minibatch and Momentum Model-based Methods for Stochastic Weakly Convex Optimization NIPS 2021
Model Inversion Networks for Model-Based Optimization NIPS 2020
EventCap: Monocular 3D Capture of High-Speed Human Motions Using an Event Camera CVPR 2020