• Interesting things at NIPS 2010

    Updated: 2009-12-27 21:40:19
    Several papers at NIPS caught my attention. Elad Hazan and Satyen Kale, Online Submodular Optimization They define an algorithm for online optimization of submodular functions with regret guarantees. This places submodular optimization roughly on par with online convex optimization as tractable settings for online learning. Elad Hazan and Satyen Kale On Stochastic and Worst-Case [...]

  • Top graduates this season

    Updated: 2009-12-24 22:55:26
    I would like to point out 3 graduates this season as having my confidence they are capable of doing great things. Daniel Hsu has diverse papers with diverse coauthors on {active learning, mulitlabeling, temporal learning, …} each covering new algorithms and methods of analysis. He is also a capable programmer, having helped me with [...]

  • Announcing the 2010 Singularity Research Challenge

    Updated: 2009-12-24 00:52:04
    Offering unusually good philanthropic returns — meaning greater odds of a positive Singularity and lesser odds of human extinction — the Singularity Institute has launched a new challenge campaign. The sponsors, Edwin Evans, Rolf Nelson, Henrik Jonsson, Jason Joachim, and Robert Lecnik, have generously put up $100,000 of matching funds, so that every donation you [...]

  • 2009 SIAI Accomplishments

    Updated: 2009-12-24 00:48:09
    2009 has been a year of growth and new horizons for the Singularity Institute for Artificial Intelligence (SIAI). We achieved a number of milestones relevant to our mission — pursuing dialogue, research, and activism to promote a beneficial Singularity. The response we’ve received has been considerable — SIAI is more high-profile and frequently-mentioned [...]

  • Regarding predictions: Mobile phones becoming powerful tool when shopping

    Updated: 2009-12-18 18:09:36
    It looks like the predicted adaptation of augmented reality by major stores could happen sooner than expected. The New York Times has a piece today titled Mobile Phones Become Essential Tool to Holiday Shopping. In it they discuss consumer use of phones in to shop online and offline; scanning barcodes, comparing prices and, upon finding [...]

  • Mathematically Predicting the Arrival of Human-Level Artificial Intelligence

    Updated: 2009-12-12 22:12:26
    Mathematically Predicting the Arrival of Human-Level Artificial Intelligence

  • The Uncertain Future

    Updated: 2009-12-12 18:51:30
    The Uncertain Future, a web application built by Michael Anissimov, Steve Rayhawk, Anna Salamon, Tom McCabe, and Rolf Nelson during the Singularity Institute Summer 2008 Research Program, with helpful discussions with a few others, is now in beta and ready for public announcement. The Uncertain Future represents a new kind of futurism — futurism with heavy-tailed, [...]

  • Inherent Uncertainty

    Updated: 2009-12-09 18:01:16
    I’d like to point out Inherent Uncertainty, which I’ve added to the ML blog post scanner on the right. My understanding from Jake is that the intention is to have a multiauthor blog which is more specialized towards learning theory/game theory than this one. Nevertheless, several of the posts seem to be [...]

  • Google Goggles - Photo recognition in real-time for augmented reality info

    Updated: 2009-12-09 11:31:33
    Here’s something fresh from Google’s oven: the Google Goggles app for Android phones. Despite my let down when I realized they weren’t real Goggles, this is a mark of things getting interesting. Mobile AR apps are mutating and shifting into various forms and possibilities of the tech are certainly starting to form a big picture [...]

  • New SIAI Paper on Utility Theory by Peter de Blanc

    Updated: 2009-12-04 06:50:27
    Peter de Blanc (Temple University), an SIAI Visiting Fellow, has recently published the final version of his most recent paper, titled “Convergence of Expected Utility for Universal Artificial Intelligence“. The paper, based on earlier work in the field of expected utility theory by Marcus Hutter (Australian National University) and SIAI Research Fellow Eliezer Yudkowsky, proves [...]

  • ICML 2010 Workshops (and Tutorials)

    Updated: 2009-11-23 22:35:49
    I’m the workshops chair for ICML this year. As such, I would like to personally encourage people to consider running a workshop. My general view of workshops is that they are excellent as opportunities to discuss and develop research directions—some of my best work has come from collaborations at workshops and several workshops have substantially [...]

  • Podcast with Michael Vassar

    Updated: 2009-11-23 20:26:10
    Just prior to Singularity Summit 2009, Singularity Institute President Michael Vassar did a podcast with “The Skeptics Guide to the Universe”, produced by the New England Skeptical Society in association with the James Randi Educational Foundation (JREF). Skip to 26:00 to get past the news items. Here’s a funny tidbit of Michael talking about [...]

  • Singularity 101 at Good.is

    Updated: 2009-11-16 22:27:37
    SIAI was invited to contribute a series of articles to Good.is, the website of GOOD magazine, which focuses on philanthropy and activism. The first article, “What is the Singularity?” is now live, and new articles will appear every Monday through January 26th. Myself and SIAI volunteer Roko Mijic will be alternating posts. For an [...]

  • Hungry Optimizers with Low-Complexity Values

    Updated: 2009-11-10 20:25:15
    Check out my blog post, “Hungry Optimizers with Low-Complexity Values” at Accelerating Future.

  • NYAS ML Symposium this year.

    Updated: 2009-11-09 15:24:46
    The NYAS ML symposium grew again this year to 170 participants, despite the need to outsmart or otherwise tunnel through a crowd. Perhaps the most distinct talk was by Bob Bell on various aspects of the Netflix prize competition. I also enjoyed several student posters including Matt Hoffman’s cool examples of blind source [...]

  • Yisong Yue on Self-improving Systems

    Updated: 2009-11-07 01:48:05
    I’d like to point out Yisong Yue’s post on Self-improving systems, which is a nicely readable description of the necessity and potential of interactive learning to deal with the information overload problem that is endemic to the modern internet.

  • Was Our Oldest Ancestor a Proton-Powered Rock?

    Updated: 2009-11-05 08:36:59
    For an interesting example of the power of lateral thinking solving scientific problems, check out the article “Was our oldest ancestor a proton-powered rock?” at New Scientist.

  • Singularity Summit 2009 Videos Now Available

    Updated: 2009-11-02 18:32:49
    The videos for Singularity Summit 2009 are now available at Vimeo. The few that are missing are either still awaiting confirmation of permission or the speaker asked for video not to be posted of their talk.

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