Wantedlyslides (Japanese)
All Talks and Posters
Talks 🔗 🔗
- データ拡張による因果グラフ的事前知識の予測モデリングへの活用
slides (Japanese) - 可逆ニューラルネットのSobolev空間における普遍性について
- γ-ABC: 頑健なダイバージェンス推定量を用いた外れ値ロバストな近似ベイズ計算
- Lessons Learned from Big Data Project in Bangsamoro
video (Japanese) - 因果的知識は予測モデルの役に立つか？
slides (Japanese) - 因果メカニズム転移による小標本ドメイン適応
slides (Japanese) - On the Universality of Invertible Neural Networks
Slides - Forecasting Internally Displaced Persons’ Movements with Artificial Intelligence
- Coupling flow-based Invertible Neural Networks Are Diffeomorphism Approximators
slides - Few-shot Domain Adaptation by Causal Mechanism Transfer
slides (Japanese) - 構造的因果モデルの類似性に基づくドメイン適応
Details - 構造的因果モデルの類似性に基づくドメイン適応
- 打ち切り行列の補完：天井効果の治療法
- 上限つきRAE画像のベイズ推定
- Clipped Matrix Completion: A Remedy for Ceiling Effects.
Details - Clipped Matrix Completion.
- 研究分野の紹介・キャリア講座
- 打ち切り行列補完：天井効果への処方箋 (in Japanese)
- Clipped matrix completion (in Japanese)
Posters (Physical/Virtual) 🔗 🔗
- Incorporating causal graphical prior knowledge into predictive modeling via simple data augmentation.
session (51 II-A3) video (Underline) - Coupling-based invertible neural networks are universal diffeomorphism approximators
slides - カップリングに基づく可逆神経回路網は微分同相写像の万能近似器である
poster (Japanese) video (Japanese) - Few-shot Domain Adaptation by Causal Mechanism Transfer
slides - Few-shot Domain Adaptation by Causal Mechanism Transfer
video - Clipped matrix completion: a remedy for ceiling effects.
poster - Clipped matrix completion: a remedy for ceiling effects.
poster - 打ち切り行列の補完：天井効果への処方箋
poster (Japanese) - Clipped matrix completion