Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead
- Rickard Gabrielsson
- Jiacheng Zhu
- et al.
- 2025
- ICML 2025
Publications
19 results for Justin Solomon
Score Distillation via Reparametrized DDIM
- Artem Lukoianov
- Haitz Saez De Ocariz Borde
- et al.
- 2024
- NeurIPS 2024
Large Language Model Routing with Benchmark Datasets
- Tal Shnitzer
- Anthony Ou
- et al.
- 2024
- COLM 2024
Asymmetry in Low-Rank Adapters of Foundation Models
- Jiacheng Zhu
- Kristjan Greenewald
- et al.
- 2024
- ICML 2024
Slicing Mutual Information Generalization Bounds for Neural Networks
- Kimia Nadjahi
- Kristjan Greenewald
- et al.
- 2024
- ICML 2024
Asymmetry in Low-Rank Adapters of Foundation Models
- Jiacheng Zhu
- Kristjan Greenewald
- et al.
- 2024
- ICLR 2024
Large Language Model Routing with Benchmark Datasets
- Tal Shnitzer
- Anthony Ou
- et al.
- 2023
- NeurIPS 2023
Outlier-Robust Group Inference via Gradient Space Clustering
- Yuchen Zeng
- Kristjan Greenewald
- et al.
- 2023
- NeurIPS 2023
k-Mixup Regularization for Deep Learning via Optimal Transport
- Kristjan Greenewald
- Anming Gu
- et al.
- 2023
- TMLR
Slicing Mutual Information Generalization Bounds for Neural Networks
- Kimia Nadjahi
- Kristjan Greenewald
- et al.
- 2023
- ICML 2023