Publications

Juno Kim, Kakei Yamamoto, Kazusato Oko, Zhuoran Yang, Taiji Suzuki (2024). Symmetric Mean-field Langevin Dynamics for Distributional Minimax Problems. International Conference on Learning Representations.

Kakei Yamamoto, Kazusato Oko, Zhuoran Yang, Taiji Suzuki (2024). Mean Field Langevin Actor-Critic: Faster Convergence and Global Optimality beyond Lazy Learning. International Conference on Machine Learning.

Kakei Yamamoto, Yusuke Sakemi, Kazuyuki Aihara (2024). Can Timing-Based Backpropagation Overcome Single-Spike Restrictions in Spiking Neural Networks?. IEEE International Joint Conference on Neural Networks.

Yusuke Sakemi, Kakei Yamamoto, Takeo Hosomi, Kazuyuki Aihara (2023). Sparse-firing regularization methods for spiking neural networks with time-to-first-spike coding. Scientific Reports.