Sharpened Lazy Incremental Quasi-Newton Method. - Aakash Sunil Lahoti; Spandan Senapati; Ketan Rajawat; Alec Koppel (AISTATS, 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 (ICLR, 2024)

Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers. - Sukjun Hwang; Aakash Sunil Lahoti; Ratish Puduppully; Tri Dao; Albert Gu (NeurIPS, 2024)

Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers. - Sukjun Hwang; Aakash Lahoti; Tri Dao; Albert Gu (CoRR, 2024)

Towards Codec-LM Co-design for Neural Codec Language Models. - Shih-Lun Wu; Aakash Lahoti; Arjun Desai; Karan Goel; Chris Donahue; Albert Gu (NAACL (Student Research Workshop), 2025)