Amir Abdullah

According to our database, Amir Abdullah authored at least 12 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Interpreting Learned Feedback Patterns in Large Language Models.

Luke Marks, Amir Abdullah, Clement Neo, Rauno Arike, David Krueger, Philip Torr, Fazl Barez

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Interpreting Reward Models in RLHF-Tuned Language Models Using Sparse Autoencoders.

Luke Marks, Amir Abdullah, Luna Mendez, Rauno Arike, Philip H. S. Torr, Fazl Barez

CoRR, 2023

PCMID: Multi-Intent Detection through Supervised Prototypical Contrastive Learning.

Yurun Song, Junchen Zhao, Spencer Koehler, Amir Abdullah, Ian G. Harris

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2016

Bounds for Nearest Neighbor Algorithms and Embeddings.

Amirali Abdullah

PhD thesis, 2016

Streaming Verification of Graph Properties.

Amirali Abdullah, Samira Daruki, Chitradeep Dutta Roy, Suresh Venkatasubramanian

Proceedings of the 27th International Symposium on Algorithms and Computation, 2016

Sketching, Embedding and Dimensionality Reduction in Information Theoretic Spaces.

Amirali Abdullah, Ravi Kumar, Andrew McGregor, Sergei Vassilvitskii, Suresh Venkatasubramanian

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015

Binary Coding in Stream.

Mina Ghashami, Amirali Abdullah

CoRR, 2015

Sketching, Embedding, and Dimensionality Reduction for Information Spaces.

Amirali Abdullah, Ravi Kumar, Andrew McGregor, Sergei Vassilvitskii, Suresh Venkatasubramanian

CoRR, 2015

A Directed Isoperimetric Inequality with application to Bregman Near Neighbor Lower Bounds.

Amirali Abdullah, Suresh Venkatasubramanian

Proceedings of the Forty-Seventh Annual ACM on Symposium on Theory of Computing, 2015

2014

Spectral Approaches to Nearest Neighbor Search.

Amirali Abdullah, Alexandr Andoni, Ravindran Kannan, Robert Krauthgamer

Proceedings of the 55th IEEE Annual Symposium on Foundations of Computer Science, 2014

2013

Approximate Bregman Near Neighbors in Sublinear Time: beyond the Triangle inequality.

Amirali Abdullah, John Moeller, Suresh Venkatasubramanian

Int. J. Comput. Geom. Appl., 2013

Range counting coresets for uncertain data.

Amirali Abdullah, Samira Daruki, Jeff M. Phillips

Proceedings of the Symposium on Computational Geometry 2013, 2013