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Combinatorial Modelling and Learning with Prediction Markets

arXiv.org Artificial Intelligence

Combining models in appropriate ways to achieve high performance is commonly seen in machine learning fields today. Although a large amount of combinatorial models have been created, little attention is drawn to the commons in different models and their connections. A general modelling technique is thus worth studying to understand model combination deeply and shed light on creating new models. Prediction markets show a promise of becoming such a generic, flexible combinatorial model. By reviewing on several popular combinatorial models and prediction market models, this paper aims to show how the market models can generalise different combinatorial stuctures and how they implement these popular combinatorial models in specific conditions. Besides, we will see among different market models, Storkey's \emph{Machine Learning Markets} provide more fundamental, generic modelling mechanisms than the others, and it has a significant appeal for both theoretical study and application.


Why Should You Be Building Your Own Market Analysis

International Business Times

Your market analysis is arguably the most important section of your business plan. A business plan that attracts investors is, above all, well-researched. So, while it is important to craft a plan with a concise executive summary and a visceral vision statement, your careful writing means citing nothing without the facts and figures to back it up.


Product Management: Product Market Strategy Simpliv

#artificialintelligence

Product success rate in the market is less than 60%. Are you putting together your product plan your product market strategy to increase your odds for success? Want to build a well thought out plan quickly and effectively? Then this course is for you! This course is for anyone in an organization that has any responsibility for a product or service.


Nullatech Result For Apple Market Trends Nullatech

#artificialintelligence

Last week we published a post about Apple market trends. This week we improved our model and predicted 77% of Apple Inc. (NASDAQ:AAPL) market trends correctly in last 300 weeks.


Cryptocurrency Market Cap surges over $500B - Cryptics

#artificialintelligence

Today a phoenix is born as the market cap of cryptocurrencies has hit $500B for the first time since the major crashes of January 2018. This comes on the tail of BTC breaking through the $10,000 barrier as support appears to grow for cryptos in general now that the hype of blanket bans and other negative media has died down.