Machine Learning & Data Science
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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
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- CONFERENCE (INTERNATIONAL)
- GEO-BLEU: Similarity Measure for Geospatial Sequences
- Toru Shimizu, Kota Tsubouchi, Takahiro Yabe (Purdue University)
- 30th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2022)
- November 04, 2022
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- OTHERS (DOMESTIC)
- 言語モデルの倫理的検査のための効率的なテストケースの生成
- 綿岡 晃輝, 野崎 雄斗 (東京都大学), 馬越 雅人, 髙橋 翼
- コンピュータセキュリティシンポジウム2022 (CSS 2022)
- October 24, 2022
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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 Recommender Systems Conference Consequences Workshop (RecSys Consequences Workshop)
- September 18, 2022
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- CONFERENCE (INTERNATIONAL)
- Solving Diversity-Aware Maximum Inner Product Search Efficiently and Effectively
- Kohei Hirata (Osaka univ.), Daichi Amagata (Osaka univ.), Takahiro Hara (Osaka univ.), Sumio Fujita
- 16th ACM Conference on Recommender Systems (RecSys 2022)
- September 18, 2022
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- CONFERENCE (DOMESTIC)
- 多様性を考慮した最大内積探索
- 平田 皓平 (大阪大学), 天方 大地 (大阪大学), 原 隆浩 (大阪大学), 藤田 澄男
- 第21回情報科学技術フォーラム (FIT2022)
- September 13, 2022
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- CONFERENCE (DOMESTIC)
- 高速・高精度な???? 最近傍距離推定
- 新井 悠介 (大阪大学), 天方 大地 (大阪大学), 原 隆浩 (大阪大学), 藤田 澄男
- 第21回情報科学技術フォーラム (FIT2022)
- September 13, 2022
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- CONFERENCE (INTERNATIONAL)
- Estimation of Precise Step Lengths by Segmenting the Motion of Individual Steps
- Yuichi Ikeuchi (Ritsumeikan University), Daichi Yoshikawa (Ritsumeikan University), Kota Tsubouchi, Nobuhiko Nishio (Ritsumeikan University)
- 2022 International Conference on Indoor Positioning and Indoor Navigation (IPIN2022)
- September 07, 2022
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- CONFERENCE (INTERNATIONAL)
- HDPView: Differentially Private Materialized View for Exploring High Dimensional Relational Data
- Fumiyuki Kato (Kyoto University), Tsubasa Takahashi, Shun Takagi (Kyoto University), Yang Cao (Kyoto University), Seng Pei Liew, Masatoshi Yoshikawa (Kyoto University)
- 48th International Conference on Very Large Data Bases (VLDB 2022)
- September 05, 2022
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- JOURNAL (INTERNATIONAL)
- Measuring Concerns About the COVID-19 Vaccine Among Japanese Internet Users through Search Queries
- Makoto Uehara (NAIST), Sumio Fujita, Nobuyuki Shimizu, Kongmeng Liew (NAIST), Shoko Wakamiya (NAIST), Eiji Aramaki (NAIST)
- Scientific Reports (Scientific Reports)
- September 03, 2022
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- WORKSHOP (DOMESTIC)
- つぶやきから＜暑さ＞を当てる～2022夏～
- 飯田 静空 (NAIST), 若宮 翔子 (NAIST), 清水 伸幸, 藤田 澄男, 荒牧 英治 (NAIST)
- WebDB夏のワークショップ2022 情報処理学会 第175回 データベースシステム研究会（SIG-DBS） 情報処理学会 第148回 情報基礎とアクセス技術研究会（SIG-IFAT） 電子情報通信学会 データ工学研究会（DE） 合同研究会 (WebDB Workshop 2022)
- September 02, 2022
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- CONFERENCE (DOMESTIC)
- ユーザの検索情報を用いた商品レコメンドの精度改善
- 田口 拓明, 日暮 立, 清水 伸幸, 田島 玲
- 第21回情報科学技術フォーラム（FIT2022） (FIT2022)
- August 30, 2022
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- OTHERS (INTERNATIONAL)
- Learned k-NN Distance Estimation
- Daichi Amagata (Osaka Univ.), Yusuke Arai (Osaka Univ.), Sumio Fujita, Takahiro Hara (Osaka Univ.)
- arXiv.org (arXiv)
- August 29, 2022
