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Announcements

  • The videos of the talks are available on the Videolectures website,
    If you couldn't make it to COLT 2013 or if you want see the talks again, now is your chance!

    Saturday, August 10, 2013
  • The 2013 edition of COLT is now over but do not be sad. We will all meet again, next year in Barcelona.
    We already have some relevant information.
    The PC chairs will be:
    Nina Balcan (Georgia Tech) and Csaba Szepesvári (Univ. of Alberta)
    The general chairs will be
    Sébastien Bubeck (Princeton Univ.) and Gábor Lugosi (Univ. Pompeu Fabra)
    The dates will be June 13-15, 2014.

    See you all in 2014!

    Sunday, June 16, 2013
  • Due to a bomb threat, campus was evacuated on Tuesday.
    As a result, the welcome reception is cancelled and rescheduled to Wednesday.
    Please check the Princeton website for regular updates.
    Contact Philippe Rigollet in case of emergency.

    Tuesday, June 11, 2013
  • Advice-Efficient Adversarial Multiarmed Bandits with Expert Advice
    Y. Seldin, K. Crammer, P. Bartlett

    Fast Stochastic Exp-Concave Optimization
    T. Koren

    Lower bounds for Boosting with Hadamard Matrices
    J. Nie, M. Warmuth, S.V.N Vishwanathan, X. Zhang

    Open problems chair:
    Elad Hazan

    Monday, May 20, 2013
  • The deadline for early registration to COLT has been extended until Monday, May 20th in order to accomodate participants from The 30th International Conference on Machine Learning (ICML 2013) which will be held in Atlanta, USA, on June 16 – June 21, 2013. The schedules of the conferences allow participants to travel from Princeton to Atlanta on Saturday June 15. There are more than 60 direct flights from Newark to Atlanta daily.

    Tuesday, May 14, 2013
  • The list of accepted papers is available here.
    Papers are accepted either for a long talk (20 minutes presentation + 5 minutes questions) or a short one (5 minutes).
    Both long and short formats will be accompanied by a poster presentation.
    If your paper was accepted, instructions for fomating camera-ready versions and posters can be found here.

    Saturday, April 20, 2013
  • The new deadline will be Monday, February 11, 2013 at 6pm Eastern Standard Time.

    Friday, February 8, 2013
  • Thanks to a generous gift from Google, limited support will be provided to selected students for up to USD 500. The actual amount of an award depends on the travel distance to the COLT conference.

    Wednesday, January 30, 2013
  • Deadline: February 8

    The 26th Annual Conference on Learning Theory (COLT 2013) will take place in Princeton, NJ, USA, on June 12-14, 2013.

    The conference is a single track meeting that includes invited talks as well as oral presentations of all refereed papers. This year, some of the papers will receive a 20 minute talk while other papers will receive a 5 minute talk. Sessions that include short talks will immediately be followed by a 1 hour poster session, in which papers of the last session can be presented in details.

    We invite submissions of papers addressing theoretical aspects of machine learning and related topics. Submissions by authors who are new to COLT are encouraged. We strongly support a broad definition of learning theory, including, but not limited to:

    • Design and analysis of learning algorithms and their generalization ability
    • Computational complexity of learning
    • Optimization procedures for learning
    • Unsupervised, semi-supervised learning and clustering
    • Online learning
    • Active learning
    • High dimensional and non-parametric empirical inference, including sparsity methods
    • Planning and control, including reinforcement learning
    • Learning with additional constraints: E.g. privacy, time or memory budget, communication
    • Learning in other settings: E.g. social, economic, and game-theoretic
    • Analysis of learning in related fields: natural language processing, neuroscience, bioinformatics, privacy and security, machine vision, data mining, information retrieval.

    We are also interested in papers that include viewpoints that are new to the COLT community. We welcome experimental and algorithmic papers provided they are relevant to the focus of the conference by elucidating theoretical results. Also, while the primary focus of the conference is theoretical, papers can be strengthened by the inclusion of relevant experimental results.

    COLT will award both best paper and best student paper awards. Best student papers must be authored or coauthored by a student. Authors must indicate (using a footnote on the first page of the paper) at submission time if they wish their paper to be eligible for a student (Mark Fulk) award. This does not preclude the paper to be eligible for the best paper award.

    Papers that have previously appeared in journals or at other conferences, or that are being submitted to other conferences, are not appropriate for COLT. Papers that include work that has already been submitted for journal publication may be submitted to COLT, as long as the papers have not been accepted for publication by the COLT submission deadline (conditionally or otherwise) and that the paper is not expected to be published before the COLT conference (June 2013).

    Papers will be published electronically, likely in the JMLR Workshop and Conference Proceedings series.

    Open Problems Session:
    We also invite submission of open problems. A separate call for open problems will be available at the conference website.

    Submission Instructions:
    Submissions are limited to 12 JMLR-formatted pages, plus additional pages for references and appendices. All details, proofs and derivations required to substantiate the results must be included in the submission, possibly in the appendices. However, the contribution, novelty and significance of submissions will be judged primarily based on the main text (without appendices), and so enough details, including proof details, must be provided in the main text to convince the reviewers of the submissions' merits.

    Formatting and submission instructions are available here.

    Wednesday, September 26, 2012