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

November 10, 2021  Online (Zoom)  IBIS 2021 (No.66)
venue
Lessons Learned from Big Data Project in Bangsamoro

July 15, 2021  Online (Zoom)  KIC Webinar Series: ICT x Social Investment in The Philippines
video (Japanese)
因果的知識は予測モデルの役に立つか？

July 02, 2021  Online (Zoom)  DL輪読会-外部セミナー (Invited talk)
slides (Japanese)
因果メカニズム転移による小標本ドメイン適応

March 04, 2021  Online (Zoom)  情報論的学習理論と機械学習研究会（IBISML）オーガナイズドセッション『異なるタスクを活用する機械学習：転移学習，メタ学習』 (Invited talk)
slides (Japanese)
On the Universality of Invertible Neural Networks

March 03, 2021  Online (Zoom)  Workshop on Functional Inference and Machine Intelligence (FIMI) (Invited talk)
Presentation with Prof. Ishikawa at Ehime University.
Slides
Forecasting Internally Displaced Persons’ Movements with Artificial Intelligence

December 06, 2020  Online (Zoom)  JASID 2020 (国際開発学会第31回大会; Domestic conference)
Coupling flow-based Invertible Neural Networks Are Diffeomorphism Approximators

July 22, 2020  Online (Zoom)  Mathiine
slides
Few-shot Domain Adaptation by Causal Mechanism Transfer

July 22, 2020  Online (Zoom)  CFML勉強会 (Invited talk)
slides (Japanese)
構造的因果モデルの類似性に基づくドメイン適応

March 29, 2020  Zoom (online)  Mathiine-learning
Details
構造的因果モデルの類似性に基づくドメイン適応

February 20, 2020  Tokyo, Japan  第三回理研AIP数学系合同セミナー (Invited talk)
打ち切り行列の補完：天井効果の治療法

November 15, 2019  Tokyo, Japan  第4回統計・機械学習若手シンポジウム (Invited talk)
上限つきRAE画像のベイズ推定

July 27, 2019  東北大学理学部　合同C棟２F　N204（多目的室）  統計数理研究所 データサイエンス共同利用基盤施設研究集会「機械学習とデータ同化による木星磁気圏のダイナミクスの理解」
Clipped Matrix Completion: A Remedy for Ceiling Effects.

July 10, 2019  Tokyo, Japan  IRCN Math/Computation Seminar
Details
Clipped Matrix Completion.

April 25, 2019  Tokyo, Japan  日本IBM基礎研究所
研究分野の紹介・キャリア講座

February 08, 2019  Tokyo, Japan  開智日本橋中学・高等学校
打ち切り行列補完：天井効果への処方箋 (in Japanese)

January 11, 2019  Kawasaki, Japan  Toshiba R&D Center
Clipped matrix completion (in Japanese)

December 15, 2018  Tokyo, Japan  Math-iine Learning

Posters (Physical/Virtual) 🔗 🔗

Universal Approximation Property of Neural Ordinary Differential Equations
December 11, 2020  Online   NeurIPS2020 Workshop: Differential Geometry meets Deep Learning (DiffGeo4DL) slides poster
Coupling-based Invertible Neural Networks Are Universal Diffeomorphism Approximators
December 07, 2020  Online   NeurIPS 2020 poster
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
November 26, 2020  Online   第23回情報論的学習理論ワークショップ (IBIS2020) poster (Japanese) video (Japanese)
Few-shot Domain Adaptation by Causal Mechanism Transfer
July 17, 2020  Online   International Conference on Machine Learning (ICML) 2020 slides
Few-shot Domain Adaptation by Causal Mechanism Transfer
July 03, 2020  Online   Machine Learning Summer School (MLSS) 2020 video
Clipped matrix completion: a remedy for ceiling effects.
September 10, 2019  Berlin, Germany   Joint Workshop of BBDC, BZML and RIKEN AIP poster
Clipped matrix completion: a remedy for ceiling effects.
February 23, 2019  Jeju, Korea   The Second Korea-Japan Machine Learning Workshop poster
Clipped matrix completion: a remedy for ceiling effects
January 31, 2019  Honolulu, Hawaii   Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19) poster spotlight
打ち切り行列の補完：天井効果への処方箋
November 06, 2018  Hokkaido, Japan   第21回情報論的学習理論ワークショップ (IBIS 2018) poster (Japanese)
Clipped matrix completion
June 19, 2018  Tokyo, Japan   International Research Center for Neurointelligence (IRCN) Site Visit Poster Session