Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts
- Andrea Pugnana
- Riccardo Massidda
- et al.
- 2025
- NeurIPS 2025
Conference paper
Publications
954 results for Trustworthy AI
CoP: Agentic Red-teaming for Large Language Models using Composition of Principles
- Chen Xiong
- Pin-Yu Chen
- et al.
- 2025
- NeurIPS 2025
Conference paperFair Continuous Resource Allocation with Equality of Impact
- Blossom Metevier
- Dennis Wei
- et al.
- 2025
- NeurIPS 2025
Conference paperCausally Reliable Concept Bottleneck Models
- Giovanni De Felice
- Arianna Casanova Flores
- et al.
- 2025
- NeurIPS 2025
Conference paperAdaptive Distraction: Probing LLM Contextual Robustness with Automated Tree Search
- Yanbo Wang
- Zixiang Xu
- et al.
- 2025
- NeurIPS 2025
Conference paperBenchmarkCards: Standardized Documentation for Large Language Model Benchmarks
- Anna Sokol
- Elizabeth Daly
- et al.
- 2025
- NeurIPS 2025
Conference paperShape it Up! Restoring LLM Safety during Finetuning
- Shengyun Peng
- Pin-Yu Chen
- et al.
- 2025
- NeurIPS 2025
Conference paperMEAL: A Multi-dimensional Evaluation of Alignment Techniques for LLMs
- Muneeza Azmat
- Momin Abbas
- et al.
- 2025
- NeurIPS 2025
Workshop paperContextual Bandits for Large-Scale Structured Discrete Constrained Optimization Problems
- Pavithra Harsha
- Chitra Subramanian
- et al.
- 2025
- NeurIPS 2025
Workshop paperScaling LLM Planning: NL2FLOW for Parametric Problem Generation and Rigorous Evaluation
- Jung koo Kang
- 2025
- NeurIPS 2025
Workshop paper