Publications

39 results for Soumya Ghosh

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