Conference on Learning Theory. June 23-26, 2016 | Association for Computational Learning
Welcome to 2016 edition of the Conference On Learning Theory: Columbia University New-York City, USA June 23-26, 2016 COLT is conveniently located close to ICML, which will take place in New-York immediately before with two days of overlap between the two conferences. Latest U. von Luxburg and O. Shamir elected to Steering Committee (6/25/2016) - Thank you to all who have voted to elect steering c
COLT 2010, the 23rd International Conference on Learning Theory
COLT 2010, the 23rd International Conference on Learning TheoryHome Program At a glance Tutorials Workshops Invited speakers Proceedings Discussion Dates For Participants Registration Venue and banquet Local info Student volunteers For authors Call for papers Paper submission Talks and posters Misc Sponsors Past COLTs Organization Local team Contact Feedback 27 - 29 Jun
ICML/UAI/COLT 2008 Retrospective
my biased thoughts on the fields of natural language processing (NLP), computational linguistics (CL) and related topics (machine learning, math, funding, etc.) I know it's a bit delayed, but better late than never, eh? I have to say: I thought ICML/UAI/COLT this year was fantastic. The organizers all did a fantastic job. I can't possibly list everything I liked, but here are some highlights: The
侮れないbias項 - DO++
最近改めて知ったこと 線形識別器は入力x, 出力y から定義される素性ベクトルφ(x,y) とモデルパラメータの重みベクトル wの内積 s(x,y) := w φ(x,y) をスコアとして考えて、これが最大となるような出力yを識別結果とします。このwは訓練データを使って、何か訓練のための基準を定めて（最大エントロピー法だと対数線形モデル作って最尤推定、SVMだとヒンジ損失を最小化するようにとか）、それを最小化 or 最大化するという最適化問題で解くのが一般的です。 大抵 w = \arg \min \sum 各データに関するフィットの損失関数 + C |w|^2 で、線形モデルには一応bias項があって s(x,y) := wφ(x,y) + b_y という感じでwとは独立にモデルパラメータb_yがyの個数分付く。でもこれってφ(x,y)をy次元分増やしてそこに1を置いておけば式としては等
icml2008@helsinki.fi -- ICML 2008, the 25th International Conference on Machine Learning
5-9 July 2008, Helsinki, Fabianinkatu 33 The 25th International Conference on Machine Learning (ICML 2008) was organized in Helsinki, Finland on July 5-9, 2008. ICML is the leading international machine learning conference, attracting annually about 500 participants from all over the world. ICML is supported by the International Machine Learning Society (IMLS). ICML News 6 July 2008: An ICML discu
Computer Science Conference Rankings
Some conferences accept multiple categories of papers. The rankings below are for the most prestigious category of paper at a given conference. All other categories should be treated as "unranked". AREA: Artificial Intelligence and Related Subjects Rank 1: AAAI: American Association for AI National Conference CVPR: IEEE Conf on Comp Vision and Pattern Recognition IJCAI: Intl J
HLT, COLT, ICML, Coling-ACL, EMNLP - nobuyukishimizuの日記
HLT, COLT, ICML, Coling-ACL, EMNLPで、機械学習の視点から見て大事そうだな、と思った論文について書きます。 自然言語処理の分野で使えそうな structure のある話にバイアスがかかっているので悪しからず。 他にも良い論文はいっぱいありました。 ======= undirected graphical modelについては、近似を使って undirected graphical model を速く学習する方法についての論文が大事そうでした。 Quadratic Programming Relaxations for Metric Labeling and Markov Random Field MAP Estimation http://www.icml2006.org/icml_documents/camera-ready/093_Quadratic_P
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COLT 2010, the 23rd International Conference on Learning Theory
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COLT CFP – Machine Learning (Theory)
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