OnlineHD: Robust, Efficient, and Single-Pass Online Learning Using Hyperdimensional System. - Alejandro Hernández-Cane; Namiko Matsumoto; Eric Ping; Mohsen Imani (DATE, 2021)

Improved Support Recovery in Universal One-bit Compressed Sensing. - Namiko Matsumoto; Arya Mazumdar; Soumyabrata Pal (CoRR, 2022)

Robust 1-bit Compressed Sensing with Iterative Hard Thresholding. - Namiko Matsumoto; Arya Mazumdar (SODA, 2024)

Improved Support Recovery in Universal 1-bit Compressed Sensing. - Namiko Matsumoto; Arya Mazumdar; Soumyabrata Pal (IEEE Trans. Inf. Theory, 2024)

Binary Iterative Hard Thresholding Converges with Optimal Number of Measurements for 1-Bit Compressed Sensing. - Namiko Matsumoto; Arya Mazumdar (J. ACM, 2024)

Learning sparse generalized linear models with binary outcomes via iterative hard thresholding. - Namiko Matsumoto; Arya Mazumdar (COLT, 2025)