Fixing It in Post: A Comparative Study of LLM Post-Training Data Quality and Model Performance
- Aladin Djuhera
- Swanand Ravindra Kadhe
- et al.
- 2025
- NeurIPS 2025
Publications
78 results for Heiko Ludwig
When Data is the Algorithm: A Systematic Study and Curation of Preference Optimization Datasets
- Aladin Djuhera
- Farhan Ahmed
- et al.
- 2025
- NeurIPS 2025
Towards Collecting Royalties for Copyrighted Data for Generative Models
- Heiko Ludwig
- Yi Zhou
- et al.
- 2024
- ICWS 2024
Granite code models: A family of open foundation models for code intelligence
- Mayank Mishra
- Matthew Stallone
- et al.
- 2024
- arXiv
Towards Customer Outcome Management in Smart Manufacturing
- Paul Grefen
- Irene Vanderfeesten
- et al.
- 2023
- Machines
Single-shot General Hyper-parameter Optimization for Federated Learning
- Yi Zhou
- Parikshit Ram
- et al.
- 2023
- ICLR 2023
Decentralized Allocation of Geo-distributed Edge Resources using Smart Contracts
- Jinlai Xu
- Balaji Palanisamy
- et al.
- 2022
- CCGrid 2022
Amnis: Optimized stream processing for edge computing
- Jinlai Xu
- Balaji Palanisamy
- et al.
- 2022
- JPDC
FLoRA: Single-shot Hyper-parameter Optimization for Federated Learning
- Yi Zhou
- Parikshit Ram
- et al.
- 2021
- NeurIPS 2021
FedV: Privacy-Preserving Federated Learning over Vertically Partitioned Data
- Runhua Xu
- Nathalie Baracaldo
- et al.
- 2021
- AISec/CCS 2021