conftrace_

surrogate objective

7 papers

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Co-occurring keywords · papers mentioning both

decision-focused prediction (1) objective optimization (1) pac-bayes learning (1) reward landscape (1) model fine-tuning (1) decision-focused learning (1) dueling bandit (1) soft constraint (1) formula understanding (1) data validation (1)

Papers

An empirical study of validating synthetic data for formula generation NAACL 2025 Hyperparameter Optimization Can Even Be Harmful in Off-Policy Learning and How to Deal with It IJCAI 2024 Learning via Surrogate PAC-Bayes NeurIPS 2024 A Surrogate Objective Framework for Prediction+Programming with Soft Constraints NeurIPS 2021 A Closer Look at Deep Policy Gradients ICLR 2020 Surrogate Objectives for Batch Policy Optimization in One-step Decision Making NeurIPS 2019 Preference Based Adaptation for Learning Objectives NeurIPS 2018