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。
| 日程 | タイトル | 参加者数 |
|---|---|---|
| 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 |
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| 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 |
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| 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 |
38人 |
| Dinesh Jayaraman , Kristen Grauman Slow and steady feature analysis: higher order temporal coherence in video Computer Vision and Pattern Recognition , arXiv:1506.04714 , 2016 |
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| 2018/6/7(木) | Cynthia Dwork Differential Privacy 33rd International Colloquium on Automata, Languages and Programming, part II (ICALP 2006) |
41人 |
| 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 |
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| 2018/6/14(木) | Simon Niklaus, Long Mai, and Feng Liu Video Frame Interpolation via Adaptive Separable Convolution IEEE ICCV 2017 |
38人 |
| Jan Hosang , Rodrigo Benenson , Bernt Schiele Learning non-maximum suppression Computer Vision and Pattern Recognition (cs.CV) , arXiv:1705.02950 , 2017 |
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| 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 |
41人 |
| Ian J. Goodfellow, Jonathon Shlens & Christian Szegedy EXPLAINING AND HARNESSING ADVERSARIAL EXAMPLES Machine Learning (stat.ML) , arXiv:1412.6572 , 2014 |
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| 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 |
39人 |
| 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 |
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| ※6/28は教室が異なります(C2-201教室)ので、ご注意ください。 | ||
| 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 |
35人 |
| 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 |
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| ※警報の関係で、7/5(木)から7/26(木)17:00～18:30に振替します。 | ||
| 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 |
34人 |
| Yuan Zuo , Junjie Wu , Hui Zang, Hao Lin , Fei Wang, Ke Xu, Hui Xiong 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 |
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| 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 |
33人 |
| 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 |
