Final-Model-Only Data Attribution with a Unifying View of Gradient-Based Methods
- Dennis Wei
- Inkit Padhi
- et al.
- 2025
- NeurIPS 2025
Conference paper
Publications
39 results for Soumya Ghosh
When in Doubt, Cascade: Towards Building Efficient and Capable Guardrails
- 2025
- AIES 2025
Conference paperMulti-Level Explanations for Generative Language Models
- Lucas Monteiro Paes
- Dennis Wei
- et al.
- 2025
- ACL 2025
Conference paperLLM-empowered literature mining for material substitution studies in sustainable concrete
- Yifei Duan
- Yixi Tian
- et al.
- 2025
- Resources Conservation and Recycling
PaperLarge Language Model Confidence Estimation via Black-Box Access
- Tejaswini Pedapati
- Amit Dhurandhar
- et al.
- 2025
- TMLR
PaperTrans-LoRA: towards data-free Transferable Parameter Efficient Finetuning
- Runqian Wang
- Soumya Ghosh
- et al.
- 2024
- NeurIPS 2024
Conference paperFinal-Model-Only Data Attribution with a Unifying View of Gradient-Based Methods
- Dennis Wei
- Inkit Padhi
- et al.
- 2024
- NeurIPS 2024
Workshop paperThermometer: Towards Universal Calibration for Large Language Models
- Maohao Shen
- Subhro Das
- et al.
- 2024
- ICML 2024
Conference paperBayesian design of concrete with amortized Gaussian processes and multi-objective optimization
- Olivia P. Pfeiffer
- Kai Gong
- et al.
- 2024
- Cement and Concrete Research
PaperInfluence Based Approaches to Algorithmic Fairness: A Closer Look
- Soumya Ghosh
- Prasanna Sattigeri
- et al.
- 2023
- NeurIPS 2023
Workshop paper