AT4TS: Autotune for Time Series Foundation Models
- Shivani Tomar
- Seshu Tirupathi
- et al.
- 2025
- TMLR
Publications
23 results at TMLR
Large Language Model Confidence Estimation via Black-Box Access
- Tejaswini Pedapati
- Amit Dhurandhar
- et al.
- 2025
- TMLR
The Time-Energy Model: Selective Time-Series Forecasting Using Energy-Based Models
- Jonas Brusokas
- Seshu Tirupathi
- et al.
- 2025
- TMLR
A Survey on Model MoErging: Recycling and Routing Among Specialized Experts for Collaborative Learning
- Prateek Yadav
- Colin Raffel
- et al.
- 2025
- TMLR
Show or Tell? Effectively prompting Vision-Language Models for semantic segmentation
- Niccolo Avogaro
- Thomas Frick
- et al.
- 2025
- TMLR
Information Theoretic Guarantees For Policy Alignment In Large Language Models
- Youssef Mroueh
- Apoorva Nitsure
- 2025
- TMLR
On Learning Representations for Tabular Data Distillation
- Inwon Kang
- Parikshit Ram
- et al.
- 2025
- TMLR
CLoQ: Enhancing Fine-Tuning of Quantized LLMs via Calibrated LoRA Initialization
- Yanxia Deng
- Aozhong Zhang
- et al.
- 2025
- TMLR
How does overparametrization affect performance on minority groups?
- Saptarshi Roy
- Subha Maity
- et al.
- 2025
- TMLR
Directed Graph Transformers
- Qitong Wang
- Georgios Kollias
- et al.
- 2024
- TMLR