Lahoti, Aakash

5 publications

ICLR 2026 Mamba-3: Improved Sequence Modeling Using State Space Principles Aakash Lahoti, Kevin Li, Berlin Chen, Caitlin Wang, Aviv Bick, J Zico Kolter, Tri Dao, Albert Gu

TMLR 2025 Chimera: State Space Models Beyond Sequences Aakash Lahoti, Tanya Marwah, Ratish Puduppully, Albert Gu

ICLRW 2025 Chimera: State Space Models Beyond Sequences Aakash Lahoti, Tanya Marwah, Ratish Puduppully, Albert Gu

NeurIPS 2024 Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers Sukjun Hwang, Aakash Lahoti, Ratish Puduppully, Tri Dao, Albert Gu

ICLR 2024 Role of Locality and Weight Sharing in Image-Based Tasks: A Sample Complexity Separation Between CNNs, LCNs, and FCNs Aakash Lahoti, Stefani Karp, Ezra Winston, Aarti Singh, Yuanzhi Li