prediction   4166

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Infographic predicts tech advances in various "threads" & gives references Thx @infosourcer
technology  internet  science  medicine  population  space  travel  interface  artificial  intelligence  future  prediction  research  infographic 
yesterday by csrollyson
Facebook Investor Roger McNamee Explains Why Social Is Over - Business Insider
Microsoft is toast because we're moving to a post-PC era;
HTML5, the new web standard that allows to make interactive web pages, is going to revolutionize the media and advertising industries;
Social is "done", it's now a feature, don't go do a social startup.
html5  technology  web  prediction  history  microsoft  apple  google  internet  strategy 
yesterday by avinash
[math/0701419] Strategies for prediction under imperfect monitoring
"We propose simple randomized strategies for sequential prediction under imperfect monitoring, that is, when the forecaster does not have access to the past outcomes but rather to a feedback signal. The proposed strategies are consistent in the sense that they achieve, asymptotically, the best possible average reward. It was Rustichini (1999) who first proved the existence of such consistent predictors. The forecasters presented here offer the first constructive proof of consistency. Moreover, the proposed algorithms are computationally efficient. We also establish upper bounds for the rates of convergence. In the case of deterministic feedback, these rates are optimal up to logarithmic terms."
to:NB  prediction  individual_sequence_prediction  learning_in_games  re:growing_ensemble_project 
2 days ago by cshalizi
[1202.4294] Prediction of quantiles by statistical learning and application to GDP forecasting
"In this paper, we tackle the problem of prediction and confidence intervals for time series using a statistical learning approach and quantile loss functions. In a first time, we show that the Gibbs estimator (also known as Exponentially Weighted aggregate) is able to predict as well as the best predictor in a given family for a wide set of loss functions. In particular, using the quantile loss function of Koenker and Bassett (1978), this allows to build confidence intervals. We apply these results to the problem of prediction and confidence regions for the French Gross Domestic Product (GDP) growth, with promising results."
to:NB  to_read  prediction  confidence_sets  learning_theory  re:your_favorite_dsge_sucks  re:growing_ensemble_project 
2 days ago by cshalizi
Open the Future: The Future Isn't What It Used to Be
"And on and on. If futurists have become almost too good at technological foresight, we remain woefully primitive in our abilities to examine and forecast changes to cultural, political, and social dynamics.

Why is this? There isn't a single cause. "
futurism  futures  prediction  technology  social  change  from delicious
4 days ago by tsuomela
How Companies Learn Your Secrets - NYTimes.com
"Andrew Pole had just started working as a statistician for Target in 2002, when two colleagues from the marketing department stopped by his desk to ask an odd question: “If we wanted to figure out if a customer is pregnant, even if she didn’t want us to know, can you do that? ”"
marketing  retail  data  privacy  pregnancy  patterns  prediction 
4 days ago by Nachimir

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