Machine Learning & Data Science
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- OTHERS (DOMESTIC)
- 連合学習におけるクライアントサイドでの局所差分プライバシの検証
- 松本 茉倫 (お茶の水女子大学), 髙橋 翼, リュウ センペイ, 小口 正人 (お茶の水女子大学)
- 第15回データ工学と情報マネジメントに関するフォーラム(第21回日本データベース学会年次大会) (DEIM 2023)
- March 05, 2023
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- OTHERS (DOMESTIC)
- 連合学習におけるローカル差分プライバシーメカニズムのハイパーパラメータ調整に関する一考察
- 前田 若菜, 長谷川 聡, 髙橋 翼
- 第15回データ工学と情報マネジメントに関するフォーラム(第21回日本データベース学会年次大会) (DEIM 2023)
- March 05, 2023
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- JOURNAL (DOMESTIC)
- 検索行動に基づく購買満足度の関係分析
- 柳田 雄輝 (筑波大), 加藤 誠 (筑波大), 河田 友香 (兵庫県立大), 山本 岳洋 (兵庫県立大), 大島 裕明 (兵庫県立大), 藤田 澄男
- データドリブンスタディーズ (データドリブンスタディーズ)
- March 01, 2023
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- WORKSHOP (INTERNATIONAL)
- Leveraging Context-dependent Click Model for Off-Policy Evaluation of Ranking Policies
- Haruka Kiyohara (Tokyo Institute of Technology), Nobuyuki Shimizu, Yasuo Yamamoto
- The 16th ACM International Conference on Web Search and Data Mining (WSDM)
WORKSHOP ON INTERACTIVE RECOMMENDER SYSTEMS (WSDM IRS Workshop)
- February 27, 2023
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- WORKSHOP (INTERNATIONAL)
- Estimation of User Personality Traits on the Web Using Multi-Task Learning
- Satoki Hamanaka (Keio University), Wataru Sasaki (Keio University), Satoko Miyahara, Kota Tsubouchi, Jin Nakazawa (Keio University), Tadashi Okoshi (Keio University)
- The Twenty-fourth International Workshop on Mobile Computing Systems and Applications (ACM HotMobile 2023)
- February 22, 2023
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- JOURNAL (INTERNATIONAL)
- Efficient adaptive beacon deployment optimization for indoor crowd monitoring applications
- Yang Zhen (Tokyo Institute of Technology), Masato Sugasaki (Tokyo Institute of Technology), Yoshihiro Kawahara (The University of Tokyo), Kota Tsubouchi, Matthew Ishige (The University of Tokyo), Masamichi Shimosaka (Tokyo Institute of Technology)
- The Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT)
- February 01, 2023
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- OTHERS (DOMESTIC)
- スマートフォンのGNSSセンサーを用いたUVインデックス推定
- 石岡 陸 (東京大学), 坪内 孝太, 西山 勇毅 (東京大学), 瀬崎 薫 (東京大学)
- 情報処理学会ユビキタスコンピューティングシステム研究会
(IPSJ SIGUBI)
- January 20, 2023
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- CONFERENCE (DOMESTIC)
- 知的対話アシスタントにおける意図が曖昧な発話の検出
- 赤崎 智, 颯々野 学
- 言語処理学会第29回年次大会 (NLP2023)
- January 16, 2023
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- JOURNAL (INTERNATIONAL)
- Categorical Diversity-Aware Inner Product Search
- KOHEI HIRATA (Osaka univ.), DAICHI AMAGATA (Osaka univ.), SUMIO FUJITA, TAKAHIRO HARA (Osaka univ.)
- IEEE Access (IEEE Access)
- January 04, 2023
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- CONFERENCE (INTERNATIONAL)
- Out-of-Distribution Detection with Reconstruction Error and Typicality-based Penalty
- Genki Osada, Takahashi Tsubasa, Budrul Ahsan (IBM), Takashi Nishide (University of Tsukuba)
- IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2023)
- January 03, 2023
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- WORKSHOP (INTERNATIONAL)
- Development and Evaluation of Embedding Methods for Graphs with Multi Attributes
- Miyu Fujii (Kyushu University), David Taingngin (Kyushu University), Keiichiro Yamamura (Kyushu University), Nozomi Hata (Kyushu University), Hiroki Kai (Kyushu University), Ryuji Noda (Kyushu University), Hiroki Ishikura (Kyushu University), Tatsuru Higurashi, Katsuki Fujisawa (Kyushu University)
- Second Workshop on Knowledge Graphs and Big Data
- December 17, 2022
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- JOURNAL (INTERNATIONAL)
- Predicting Smoking Prevalence in Japan Using Search Volumes in an Internet Search Engine: An Infodemiology Study
- Kazuya Taira (Kyoto univ.), Takahiro Itaya (Kyoto univ.), Sumio Fujita
- Journal of Medical Internet Research (JMIR)
- December 14, 2022
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- CONFERENCE (INTERNATIONAL)
- Can a Machine Reading Comprehension Model Improve Ad-hoc Document Retrieval?
- Kota Usuha (Tsukuba univ.), Makoto P. Kato (Tsukuba univ.), Sumio Fujita
- The 24th International Conference on Asia-Pacific Digital Libraries (ICADL 2022)
- December 07, 2022
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- WORKSHOP (INTERNATIONAL)
- Mixed Samples Data Augmentation with Replacing Latent Vector Components in Normalizing Flow
- Genki Osada, Budrul Ahsan (IBM), Takashi Nishide (University of Tsukuba)
- 2022 Conference on Neural Information Processing Systems (NeurIPS 2022 First Workshop on Interpolation and Beyond)
- November 28, 2022
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- CONFERENCE (INTERNATIONAL)
- Learned k-NN Distance Estimation
- Daichi Amagata (Osaka Univ.), Yusuke Arai (Osaka Univ.), Sumio Fujita, Takahiro Hara (Osaka Univ.)
- 30th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
(SIGSPATIAL 2022)
- November 22, 2022
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- WORKSHOP (DOMESTIC)
- Measuring Lower Bounds of Local Differential Privacy via Adversary Instantiations in Federated Learning
- 松本 茉倫 (お茶の水女子大学), 髙橋 翼, リュウ センペイ, 小口 正人 (お茶の水女子大学)
- 第 25回情報論的学習理論ワークショップ (IBIS 2022)
- November 20, 2022
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- WORKSHOP (DOMESTIC)
- Towards Practical Federated Learning with Differential Privacy
- リュウ センペイ, 長谷川 聡, 髙橋 翼
- 第 25回情報論的学習理論ワークショップ (IBIS 2022)
- November 20, 2022
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- CONFERENCE (INTERNATIONAL)
- Convolutional Compressed Sensing for Smartphone Acceleration Data Compression
- Liqiang Xu (The University of Tokyo), Yuuki Nishiyama (The University of Tokyo), Masamichi Shimosaka (Tokyo Institute of Technology), Kota Tsubouchi, Kaoru Sezaki (The University of Tokyo)
- The 20th ACM Conference on Embedded Networked Sensor Systems (SenSys 2022)
- November 06, 2022
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- CONFERENCE (INTERNATIONAL)
- Estimation of Precise Heading by Segmenting the Motion of Individual Steps and LSTM
- Yuichi Ikeuchi (Ritsumeikan University), Kota Tsubouchi, Nobuhiko Nishio (Ritsumeikan University)
- The 20th ACM Conference on Embedded Networked Sensor Systems (SenSys 2022)
- November 06, 2022
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- CONFERENCE (INTERNATIONAL)
- UV index estimation leveraging GNSS sensors on smartphones
- Riku Ishioka (The University of Tokyo), Kota Tsubouchi, Yuuki Nishiyama (The University of Tokyo), Kaoru Sezaki (The University of Tokyo)
- The 20th ACM Conference on Embedded Networked Sensor Systems (SenSys 2022)
- November 06, 2022