Ichikawa, Yuma

6 publications

TMLR 2025 Continuous Parallel Relaxation for Finding Diverse Solutions in Combinatorial Optimization Problems Yuma Ichikawa, Hiroaki Iwashita

ICLR 2025 Optimization by Parallel Quasi-Quantum Annealing with Gradient-Based Sampling Yuma Ichikawa, Yamato Arai

NeurIPS 2025 Quantization Error Propagation: Revisiting Layer-Wise Post-Training Quantization Yamato Arai, Yuma Ichikawa

NeurIPS 2024 Controlling Continuous Relaxation for Combinatorial Optimization Yuma Ichikawa

AISTATS 2024 Learning Dynamics in Linear VAE: Posterior Collapse Threshold, Superfluous Latent Space Pitfalls, and Speedup with KL Annealing Yuma Ichikawa, Koji Hukushima

TMLR 2024 Statistical Mechanics of Min-Max Problems Yuma Ichikawa, Koji Hukushima