Aman Timalsina

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Language Models For Information Retrieval

Language Modelling

Top Venues

Publications

Simran Arora, Sabri Eyuboglu, Michael Zhang, Aman Timalsina, Silas Alberti, Dylan Zinsley, James Zou, Atri Rudra, Christopher Ré
Simple linear attention language models balance the recall-throughput tradeoff. CoRR (2024)
Simran Arora, Aman Timalsina, Aaryan Singhal, Benjamin Spector, Sabri Eyuboglu, Xinyi Zhao, Ashish Rao, Atri Rudra, Christopher Ré
Just read twice: closing the recall gap for recurrent language models. CoRR (2024)
Simran Arora, Sabri Eyuboglu, Aman Timalsina, Isys Johnson, Michael Poli, James Zou, Atri Rudra, Christopher Ré
Zoology: Measuring and Improving Recall in Efficient Language Models. ICLR (2024)
Tamal K. Dey, Aman Timalsina, Cheng Xin
Computing Generalized Ranks of Persistence Modules via Unfolding to Zigzag Modules. CoRR (2024)
Stefano Massaroli, Michael Poli, Daniel Y. Fu, Hermann Kumbong, Rom N. Parnichkun, Aman Timalsina, David W. Romero, Quinn McIntyre, Beidi Chen, Atri Rudra, Ce Zhang, Christopher Ré, Stefano Ermon, Yoshua Bengio
Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions. CoRR (2023)
Simran Arora, Sabri Eyuboglu, Aman Timalsina, Isys Johnson, Michael Poli, James Zou, Atri Rudra, Christopher Ré
Zoology: Measuring and Improving Recall in Efficient Language Models. CoRR (2023)
Albert Gu, Isys Johnson, Aman Timalsina, Atri Rudra, Christopher Ré
How to Train your HIPPO: State Space Models with Generalized Orthogonal Basis Projections. ICLR (2023)
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
Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions. NeurIPS (2023)
Aman Timalsina, Matthew G. Knepley
Tetrahedralization of a Hexahedral Complex. CoRR (2022)
Albert Gu, Isys Johnson, Aman Timalsina, Atri Rudra, Christopher Ré
How to Train Your HiPPO: State Space Models with Generalized Orthogonal Basis Projections. CoRR (2022)