参加希望の方は採用ページをご覧下さい。 学生の方は, 夏季実習・一般実習でも参加できます。 実習については, 大学または, 最寄りの所員までどうぞ。
日程: 毎週金曜日 15:00-, @3階 交流コーナ.
- 注: 現在, 発表資料は外部へは公開していませんのでご注意ください。
2013 2012 2011 2010 2009 2008 2007
12/9(金) : 進藤
- Percy Liang, Michael I. Jordan, Dan Klein, "Type-Based MCMC", In Proc. of NAACL 2010.
- pdf: http://www.aclweb.org/anthology-new/N/N10/N10-1082.pdf
- slides: http://cs.stanford.edu/~pliang/papers/type-naacl2010-talk.pdf
12/2(金) : 久保
- G.E. Hinton, S. Osindero, Y.-W. Teh, "A Fast Learning Algorithm for Deep Belief Nets," Neural Computation, Vol.18, No. 7, pp. 1527-1544, 2006.
- pdf: http://www.cs.toronto.edu/~hinton/absps/fastnc.pdf
11/25(金) : Kevin
- Welling & Teh, Bayesian Learning via Stochastic Gradient Langevin Dynamics (ICML2011)
- pdf: http://www.gatsby.ucl.ac.uk/~ywteh/research/compstats/WelTeh2011a.pdf
- slides: "brg-lanvegin.pdf"
10/28(金) : 坂野
- Nikolaos Gkalelis, Vasileios Mezaris, Ioannis Kompatsiaris, "Mixture subclass discriminant analysis," IEEE SPL, Vol. 18, No. 5, pp. 319-322, を中心に判別分析の最近の発展について
- 論文 http://www.iti.gr/~bmezaris/publications/spl11_preprint.pdf
- スライド "nlda.pdf"
10/14(金) : 中野@基識G
10/7(金) : 石黒
- Gerrish and Blei, "Predicting Legislative Roll Calls from Text", in Proc. IMCL, 2011.
- PDF: "Gerrish_Blei11ICML_PredictingLegislativeRollCallsFromText.pdf"
9/20(火) : KDD2011論文紹介(上田,澤田,青山)
- slide(3人分) "bayes110920kdd2011report.zip"
9/16(金) : 竹内
- Smoothing Techniques for Adaptive Online Language Models:Topic Tracking in Tweet Streams, in Proc. KDD2011
- pdf: http://www.umiacs.umd.edu/~jimmylin/publications/Lin_etal_KDD2011.pdf
- slide "2011Bayes0916.pdf"
9/9(金) : 藤野
- Yue Guan , Jennifer Dy , Michael Jordan. "A Unified Probabilistic Model for Global and Local Unsupervised Feature Selection", In Proc. of ICML 2011.
- pdf: http://www.icml-2011.org/papers/546_icmlpaper.pdf
- slide: "fujino-110909.pdf"
- 参考資料: David M. Blei and Michael I. Jordan. "Variational Inference for Dirichlet Process Mixtures", http://www.cs.princeton.edu/~blei/papers/BleiJordan2004.pdf
8/26(金) : 杉山
- Finale Doshi, Joelle Pineau, Nicholas Roy. "Reinforcement Learning with Limited Reinforcement: Using Bayes-Risk for Active Learning in POMDPS", ICML2008
- pdf: "doshi_bayesrisk.pdf"
- slide: "sugiyama110826.pdf"
8/5(金) : Kevin
- Slide: "duh11multiobj-handout.pdf"
7/29(金) : 岩田
- UAI2011, IJCAI2011 報告
- Slide: "UAI-IJCAI-2011.ppt"
7/15(金) : 進藤
- R. Socher et al. "Parsing Natural Scenes and Natural Language with Recursive Neural Networks", ICML2011 (Distinguished Application Paper Award)
- pdf: http://nlp.stanford.edu/pubs/SocherLinNgManning_ICML2011.pdf
- slide: "shindo20110715.pdf"
7/8(金) : 渡部
- "BAYESIAN SENSING HIDDEN MARKOV MODELS FOR SPEECH RECOGNITION", by George Saon and Jen-Tzung Chien, ICASSP2011, pp. 5056-5059
- Paper: "bshmm.pdf"
- Slide: "bshmm_v1.ppt"
7/1(金) : 久保
- Rational Kernels, Corinna Cortes, Patrick Haffner, Mehryar Mohri
- PDF: http://books.nips.cc/papers/files/nips15/AA15.pdf
- Slide: "Rational.slides.pdf"
6/17(金) : 吉田
- Topic Modeling with Nonparametric Markov Tree, Haojun Chen, David Dunson, Lawrence Carin, in Proc. of ICML 2011.
- PDF: http://www.icml-2011.org/papers/262_icmlpaper.pdf
6/3(金) : 木村
- Learning Depth from Single Monocular Images, Ashutosh Saxena, Sung H. Chung, Andrew Y. Ng. In NIPS 18, 2005.
- 3-D Depth Reconstruction from a Single Still Image, Ashutosh Saxena, Sung H. Chung, Andrew Y. Ng. IJCV, Aug 2007.
- PDF: "saxena_ijcv07_learningdepth.pdf"
- Slide: "110603Bayes_depthEstimationSingleImage.pdf"
5/20(金) : 坂野
5/13(金) : 上田,石黒
4/22(金) : 澤田,藤野,岩田
- 藤野
- Yanjun Han, Qing Tao, Jue Wang: Avoiding False Positive in Multi-Instance Learning, http://books.nips.cc/papers/files/nips23/NIPS2010_0755.pdf
- M. Pawan Kumar, Benjamin Packer, Daphne Koller: Self-Paced Learning for Latent Variable Models, http://books.nips.cc/papers/files/nips23/NIPS2010_0772.pdf
- Slide: fujino-110422.pdf
- 澤田
- Practical Large-Scale Optimization for Max-norm Regularization, Jason Lee, Ben Recht, Ruslan Salakhutdinov, Nathan Srebro, Joel Tropp http://books.nips.cc/papers/files/nips23/NIPS2010_0678.pdf
- Unsupervised Kernel Dimension Reduction, Meihong Wang, Fei Sha, Michael Jordan http://books.nips.cc/papers/files/nips23/NIPS2010_0822.pdf
- Slide: bayes110422sawada.pdf
- 岩田
- Slide:bayes_NIPS2010reading.ppt
4/15(金) : 渡部、杉山、歐陽
- 杉山
- A POMDP Extension with Belief-dependent Rewards
- Monte-Carlo Planning in Large POMDPs
- Slides: nips2010_reading_sugiyama.pdf
- 歐陽 (Slides: auyeung-20110412.pdf)
- 渡部
- Phoneme Recognition with Large Hierarchical Reservoirs http://books.nips.cc/papers/files/nips23/NIPS2010_0760.pdf
- Fast Large-scale Mixture Modeling with Component-specific Data Partitions http://books.nips.cc/papers/files/nips23/NIPS2010_0184.pdf
- Slide: bayes_nips10.pdf
4/8(金) : 木村、進藤、Kevin
- 木村
- Semi-supervised learning with adversarially missing label information
- Slide: 101226NIPS_reading_0684.pdf
- Simutaneous object detection and ranking with weak supervision
1/21 (金) 石黒
- NIPS2010報告会
- Slide: 110121NIPS.pptx