Yuma Ichikawa

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Matrix Multiplication

Combinatorial Optimization Problems

Top Venues

Publications

Yuma Ichikawa, Hiroaki Iwashita
Continuous Tensor Relaxation for Finding Diverse Solutions in Combinatorial Optimization Problems. CoRR (2024)
Yuma Ichikawa, Koji Hukushima
Learning Dynamics in Linear VAE: Posterior Collapse Threshold, Superfluous Latent Space Pitfalls, and Speedup with KL Annealing. AISTATS (2024)
Yamato Arai, Yuma Ichikawa, Koji Hukushima
Adaptive Flip Graph Algorithm for Matrix Multiplication. ISSAC (2024)
Yuma Ichikawa
Controlling Continuous Relaxation for Combinatorial Optimization. CoRR (2023)
Yamato Arai, Yuma Ichikawa, Koji Hukushima
Adaptive Flip Graph Algorithm for Matrix Multiplication. CoRR (2023)
Yuma Ichikawa, Koji Hukushima
Learning Dynamics in Linear VAE: Posterior Collapse Threshold, Superfluous Latent Space Pitfalls, and Speedup with KL Annealing. CoRR (2023)
Yuma Ichikawa, Koji Hukushima
Dataset Size Dependence of Rate-Distortion Curve and Threshold of Posterior Collapse in Linear VAE. CoRR (2023)
Yuma Ichikawa, Akira Nakagawa, Hiromoto Masayuki, Yuhei Umeda
Toward Unlimited Self-Learning Monte Carlo with Annealing Process Using VAE's Implicit Isometricity. CoRR (2022)