conftrace_

surrogate objective

6 papers

Explore in graph

Co-occurring keywords

model fine-tuning (238) decision-focused learning (20) dueling bandit (57) soft constraint (13) formula understanding (2) data validation (5) batch policy optimization (3) prediction optimization (1) formula generation (1) natural language annotation (4)

Papers

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