RCCDA: Adaptive Model Updates in the Presence of Concept Drift under a Constrained Resource Budget
- Adam Piaseczny
- Kamran Shisher
- et al.
- 2025
- NeurIPS 2025
Conference paper
Publications
100 results at NeurIPS 2025
RL Tango: Reinforcing Generator and Verifier Together for Language Reasoning
- Kaiwen Zha
- Zhengqi Gao
- et al.
- 2025
- NeurIPS 2025
Conference paperCoP: Agentic Red-teaming for Large Language Models using Composition of Principles
- Chen Xiong
- Pin-Yu Chen
- et al.
- 2025
- NeurIPS 2025
Conference paperDeferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts
- Andrea Pugnana
- Riccardo Massidda
- et al.
- 2025
- NeurIPS 2025
Conference paperMESS+: Dynamically Learned Inference-Time LLM Routing in Model Zoos with Service Level Guarantees
- Herbert Woisetschläger
- Ryan Zhang
- et al.
- 2025
- NeurIPS 2025
Conference paperOptimality and NP-Hardness of Transformers in Learning Markovian Dynamical Functions
- Yanna Ding
- Songtao Lu
- et al.
- 2025
- NeurIPS 2025
Conference paperBenchmarkCards: Standardized Documentation for Large Language Model Benchmarks
- Anna Sokol
- Elizabeth Daly
- et al.
- 2025
- NeurIPS 2025
Conference paperCausal LLM Routing: End-to-End Regret Minimization from Observational Data
- Asterios Tsiourvas
- Wei Sun
- 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 paperObjective Soups: Multilingual Multi-Task Modeling for Speech Processing
- A Saif
- Lisha Chen
- et al.
- 2025
- NeurIPS 2025
Conference paper