Publications

1576 results for Machine Learning

KL-Regularized RLHF with Multiple Reference Models: Exact Solutions and Sample Complexity
- - Gholamali Aminian
  - Amir R Asadi
  - et al.
- 2025
- NeurIPS 2025
Flick: Empowering Federated Learning with Commonsense Knowledge
- - Ran Zhu
  - Mingkun Yang
  - et al.
- 2025
- NeurIPS 2025
Toward a Coherent Virtual Cell Model: Probing Biological World-Model Coherence in Transcriptomic Foundation Models
- - Noa Moriel
  - Yishai Shimoni
  - et al.
- 2025
- NeurIPS 2025
FlowState: Sampling-Rate Invariant Time Series Foundation Model with Dynamic Forecasting Horizons
- - Lars Graf
  - Thomas Bohnstingl
  - et al.
- 2025
- NeurIPS 2025
When Data is the Algorithm: A Systematic Study and Curation of Preference Optimization Datasets
- - Aladin Djuhera
  - Farhan Ahmed
  - et al.
- 2025
- NeurIPS 2025
Uncertainty-Aware Prediction of Climate Extremes Using Fine-Tuned Time-Series Foundation Models
- - Imran Nasim
  - Joao Lucas de Sousa Almeida
- 2025
- NeurIPS 2025
Task-driven Sensing with Coarse-to-Fine Glimpse-based Active Perception
- - Oleh Kolner
  - Thomas Bohnstingl
  - et al.
- 2025
- NeurIPS 2025
Representation Similarity Reveals Implicit Layer Grouping in Neural Networks
- - Tian Gao
  - Amit Dhurandhar
  - et al.
- 2025
- NeurIPS 2025
Licence to Scale: A Microservice Simulation Environment for Benchmarking Agentic AI
- - Christopher Lohse
  - Adrian Selk
  - et al.
- 2025
- NeurIPS 2025
When to Reason: Semantic Router for vLLM
- - Chen Wang
  - Xunzhuo Liu
  - et al.
- 2025
- NeurIPS 2025