Trans-LoRA: towards data-free Transferable Parameter Efficient Finetuning
- Runqian Wang
- Soumya Ghosh
- et al.
- 2024
- NeurIPS 2024
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34 results for Soumya Ghosh
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
Reliable Gradient-free and Likelihood-free Prompt Tuning
- Maohao Shen
- Soumya Ghosh
- et al.
- 2023
- EACL 2023
Post-hoc Uncertainty Learning using a Dirichlet Meta-Model
- Maohao Shen
- Yuheng Bu
- et al.
- 2023
- AAAI 2023
Are you using test log-likelihoods correctly?
- Sameer Deshpande
- Soumya Ghosh
- et al.
- 2022
- NeurIPS 2022
Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting
- Prasanna Sattigeri
- Soumya Ghosh
- et al.
- 2022
- NeurIPS 2022
Identifying patterns in amyotrophic lateral sclerosis progression from sparse longitudinal data
- Divya Ramamoorthy
- Kristen Severson
- et al.
- 2022
- Nat. Comput. Sci.