Aman Timalsina

According to our database, Aman Timalsina authored at least 8 papers between 2022 and 2024.

Collaborative distances:

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

2024

Just read twice: closing the recall gap for recurrent language models.

Simran Arora, Aman Timalsina, Aaryan Singhal, Benjamin Spector, Sabri Eyuboglu, Xinyi Zhao, Ashish Rao, Atri Rudra, Christopher Ré

CoRR, 2024

Computing Generalized Ranks of Persistence Modules via Unfolding to Zigzag Modules.

Tamal K. Dey, Aman Timalsina, Cheng Xin

CoRR, 2024

Simple linear attention language models balance the recall-throughput tradeoff.

Simran Arora, Sabri Eyuboglu, Michael Zhang, Aman Timalsina, Silas Alberti, Dylan Zinsley, James Zou, Atri Rudra, Christopher Ré

CoRR, 2024

Simple linear attention language models balance the recall-throughput tradeoff.

Simran Arora, Sabri Eyuboglu, Michael Zhang, Aman Timalsina, Silas Alberti, James Zou, Atri Rudra, Christopher Ré

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Zoology: Measuring and Improving Recall in Efficient Language Models.

Simran Arora, Sabri Eyuboglu, Aman Timalsina, Isys Johnson, Michael Poli, James Zou, Atri Rudra, Christopher Ré

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions.

Stefano Massaroli, Michael Poli, Daniel Y. Fu, Hermann Kumbong, Rom N. Parnichkun, David W. Romero, Aman Timalsina, Quinn McIntyre, Beidi Chen, Atri Rudra, Ce Zhang, Christopher Ré, Stefano Ermon, Yoshua Bengio

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

How to Train your HIPPO: State Space Models with Generalized Orthogonal Basis Projections.

Albert Gu, Isys Johnson, Aman Timalsina, Atri Rudra, Christopher Ré

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Tetrahedralization of a Hexahedral Complex.

Aman Timalsina, Matthew G. Knepley

CoRR, 2022