Publications

896 results for Trustworthy AI

Final-Model-Only Data Attribution with a Unifying View of Gradient-Based Methods
- - Dennis Wei
  - Inkit Padhi
  - et al.
- 2024
- NeurIPS 2024
Consistency-based Black-box Uncertainty Quantification for Text-to-SQL
- - Debarun Bhattacharjya
  - Balaji Ganesan
  - et al.
- 2024
- NeurIPS 2024
Better Bias Benchmarking of Language Models via Multi-factor Analysis
- - Hannah Powers
  - Ioana Baldini Soares
  - et al.
- 2024
- NeurIPS 2024
Value Alignment from Unstructured Text
- - Inkit Padhi
  - Karthikeyan Natesan Ramamurthy
  - et al.
- 2024
- NeurIPS 2024
Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI
- - Ambrish Rawat
  - Stefan Schoepf
  - et al.
- 2024
- NeurIPS 2024
Global Area Sampling for Geospatial Foundation Model
- - Daiki Kimura
  - Naomi Simumba
  - et al.
- 2024
- AGU 2024
Advanced Physics-AI Models for Rain Enhancement in Arid Regions
- - Lloyd Treinish
  - Mukul Tewari
  - et al.
- 2024
- AGU 2024
Modelling the Extreme July 2023 Hudson Valley Precipitation Event Using WRF
- - Anthony Praino
  - Lloyd Treinish
  - et al.
- 2024
- AGU 2024
Advancing Applications of Remote Sensing for Detection of and Long-Term Monitoring of Harmful Algal Blooms (HABs)
- - Lloyd Treinish
  - Vincent Moriarty
- 2024
- AGU 2024
Membership Inference Attacks Against Time-Series Models
- - Noam Koren
  - Abigail Goldsteen
  - et al.
- 2024
- ACML 2024