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神戸大学CMDS論文セミナー

数理・データサイエンスセンターでは、「神戸大学CMDS論文セミナー」を開催し、データサイエンスやAI関係の先端的な論文紹介を行います。
学生、学内教職員はもちろん、企業の方のご参加も歓迎します。参加ご希望の方は、数理・データサイエンスセンターまで、ご連絡ください。


日時
毎週木曜日 17:00-18:30(第1回のみ5/16(水))
場所
神戸大学工学部 本館C2棟1F C2-101教室(創造工学スタジオ1)
対象
神戸大学教職員,学生,CMDSと連携する企業や外部組織など
登録
不要
参加費
無料
お問合せ
神戸大学数理・データサイエンスセンター
MAIL: cmds-sec@edu.kobe-u.ac.jp
TEL: 078-803-5753

2018年度前期

日程 タイトル 参加数
2018/5/16(水) Gili Rosenberg, Phil Goddard, Poya Haghnegahdar,Peter Carr, Kesheng Wu, Marcos López de Prado
Solving the Optimal Trading Trajectory Problem Using a Quantum Annealer
IEEE Journal of Selected Topics in Signal Processing , Vol.10, No.6, Pages:1053-1060 , 2016
45人
Jason B. Castro , Arvind Ramanathan , Chakra S. Chennubhotla
Categorical Dimensions of Human Odor Descriptor Space Revealed by Non-Negative Matrix Factorization
PLoS ONE , Vol 8 , No 9 , page e73289 - e73289 , 2013
2018/5/24(木) Han Kyul Kim, Hyunjoong Kim, Sungzoon Cho
Bag-of-concepts: Comprehending document representation through clustering words in distributed representation
Neurocomputing , Volume 266 , Pages 336-352 , 2017
53人
Corinna Cortes , Xavier Gonzalvo, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang
AdaNet: Adaptive Structual Learning of Artificial Neural Network
Proceedings of the 34th International Conference on Machine Learning, PMLR 70:874-883, 2017
2018/5/31(木) Laurens van der Maaten , Aaron Courville, Rob Fergus, Christopher Manning
Accelerating t-SNE using Tree-Based Algorithms
The Journal of Machine Learning Research , Volume 15 Issue 1, Pages 3221-3245 , 2014
Dinesh Jayaraman , Kristen Grauman
Slow and steady feature analysis: higher order temporal coherence in video
Computer Vision and Pattern Recognition , arXiv:1506.04714 , 2016
2018/6/7(木) Cynthia Dwork
Differential Privacy
33rd International Colloquium on Automata, Languages and Programming, part II (ICALP 2006)
Vladimir Pavlovi´c and James M. Rehg , John MacCormick
Learning Switching Linear Models of Human Motion
NIPS'00 Proc. of the 13th International Conference on Neural Information Processing Systems, pp. 942-948 , 2000
2018/6/14(木) Simon Niklaus, Long Mai, and Feng Liu
Video Frame Interpolation via Adaptive Separable Convolution
IEEE ICCV 2017
Jan Hosang , Rodrigo Benenson , Bernt Schiele
Learning non-maximum suppression
Computer Vision and Pattern Recognition (cs.CV) , arXiv:1705.02950 , 2017
2018/6/21(木) N. Benjamin Erichson , Carl Donovan
Randomized low-rank Dynamic Mode Decomposition for motion detection
Computer Vision and Image Understanding, Volume 146, Pages 40-50, 2016
Ian J. Goodfellow, Jonathon Shlens & Christian Szegedy
EXPLAINING AND HARNESSING ADVERSARIAL EXAMPLES
Machine Learning (stat.ML) , arXiv:1412.6572 , 2014
2018/6/28(木) Olivier Bachem , Mario Lucic , S. Hamed Hassani , Andreas Krause
Fast and Provably Good Seedings for k-Means
Advances in Neural Information Processing Systems 29 , 2016
Aaron Klein , Stefan Falkner , Simon Bartels , Philipp Hennig , Frank Hutter
Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets
Proc. of 20th International Conference on Artificial Intelligence and Statistics , Vol. 54 , pp. 528 - 536 , 2017
2018/7/5(木) Piotr Bojanowski , Edouard Grave , Armand Joulin , Tomas Mikolov
Enriching Word Vectors with Subword Information
Computation and Language (cs.CL); Learning (cs.LG), arXiv:1607.04606 ,2016
Song Liu , Makoto Yamada , Nigel Collier , Masashi Sugiyama
Change-Point Detection in Time-Series Data by Relative Density-Ratio Estimation
Neural Networks , Volume 43 , Pages 72-83 , 2013
2018/7/12(木) Tianyi Lin , Siyuan Zhang , Hong Cheng
Understanding Sparse Topical Structure of Short Text via Stochastic Variational-Gibbs Inference
CIKM '16 Proc. of 25th ACM International on Conference on Information and Knowledge Management , pp. 407-416 , 2016
Yuan Zuo , Beihang University , Junjie Wu , Has Lin , Hui Xiong , Rutgers
Topic Modeling of Short Texts: A Pseudo-Document View
Proc. of 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , pp. 2105-2114 , 2016
2018/7/19(木) Weiwei Hu, Ying Tan
Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN
CoRR, Vol. abs/1702.05983 , 2017
Mohammad Rastegariy, Vicente Ordonezy, Joseph Redmon , Ali Farhadiy
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks
ECCV 2016: Computer Vision – pp 525-542 , 2016