Projects
Publications (12)
2025
3 publications- Document Screenshot Retrievers are Vulnerable to Pixel Poisoning Attacks
2025
- RARR Unraveled: Component-Level Insights into Hallucination Detection and Mitigation
2025
- Leveraging Gradient Information for Out-of-Domain Performance Estimations
Joint European Conference on Machine Learning and Knowledge Discovery in · 2025
2024
5 publications- Leveraging llms for unsupervised dense retriever ranking
Proceedings of the 47th International ACM SIGIR Conference on Research and · 2024
- FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation
2024
- Embark on DenseQuest: A System for Selecting the Best Dense Retriever for a Custom Collection
2024
- Exploring facets of model generalizability on out-of-distribution data
2024
- Source-Free Domain-Invariant Performance Prediction
Lecture notes in computer science · 2024
2023
2 publications- Selecting which Dense Retriever to use for Zero-Shot Search
2023
- Convolutional Persistence as a Remedy to Neural Model Analysis
International Conference on Artificial Intelligence and Statistics, 10839-10855 · 2023
2022
1 publication- Rethinking persistent homology for visual recognition
Topological, Algebraic and Geometric Learning Workshops 2022, 206-215 · 2022
2020
1 publication- Federated learning for cyber security: SOC collaboration for malicious URL detection
2020 IEEE 40th international conference on distributed computing systems · 2020