Dynamically aggregating diverse information
Web"Dynamically Aggregating Diverse Information," Papers 1910.07015, arXiv.org, revised Apr 2024. Annie Liang & Xiaosheng Mu & Vasilis Syrgkanis, 2024. "Optimal and Myopic Information Acquisition," Working Papers 2024-25, … WebOct 15, 2024 · Request PDF Dynamically Aggregating Diverse Information An agent has access to multiple data sources, each of which provides information about a different attribute of an unknown state ...
Dynamically aggregating diverse information
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Webmodel of the dynamic information acquisition problem main result: optimal information acquisition strategy can be exactly characterized and has an easily describable structure tractability of the model lends itself to application characterization can be used to derive new results in three settings motivated by particular economic questions WebDynamically Aggregating Diverse Information Author(s) Annie Liang Annie Liang (Northwestern University) ... Information is acquired continuously—where the agent chooses both which sources to sample from, and also how to allocate attention across them—until an endogenously chosen time, at which point a decision is taken. ...
WebIncreasingly, machine learning methods have been applied to aid in diagnosis with good results. However, some complex models can confuse physicians because they are difficult to understand, while data differences across diagnostic tasks and institutions can cause model performance fluctuations. To address this challenge, we combined the Deep … WebJan 1, 2024 · We demonstrate conditions on the agent's prior belief under which it is possible to exactly characterize the optimal information acquisition strategy. We then apply this characterization to derive new results regarding: (1) endogenous information acquisition for binary choice, (2) the dynamic consequences of attention manipulation, …
WebWe then apply this characterization to derive new results regarding: (1) endogenous information acquisition for binary choice, (2) the dynamic consequences of attention manipulation, and (3) strategic information provision by biased news sources. Suggested Citation Annie Liang & Xiaosheng Mu & Vasilis Syrgkanis, 2024. WebPaper presentation at the 22nd ACM Conference on Economics and Computation (EC'21), Virtual Conference, July 20, 2024:Title: Dynamically Aggregating Diverse ...
Webmodel of the dynamic information acquisition problem main result: optimal information acquisition strategy can be exactly characterized and has an easily describable structure tractability of the model lends itself to application characterization can be used to derive new results in three settings motivated by particular economic questions
WebSep 12, 2024 · Quantifying Uncertainty: Stochastic, Adversarial, and Beyond Dynamically Aggregating Diverse Information Abstract An agent has access to multiple information sources, each modeled as a Brownian motion whose drift provides information about a different component of an unknown Gaussian state. grand chainon 出雲WebIn this work, we present a simple model for dynamic aggregation of information given limited resources. Formally, a decision-maker (e.g., the management at the hotel chain) has access to various data sources,eachmodeledasaBrownianmotionwhosedriftisanunknown attribute that the data source provides information about (e.g., tourism travel, business chinese atv clutch diagramWebThis paper is now forthcoming at Econometrica. Abstract An agent has access to multiple information sources, each modeled as a Brownian motion whose drift provides information about a different component of an unknown Gaussian state. Information is acquired continuously—where the agent chooses both which sources to sample from, and also … chinese atv clutch problemsWebOct 15, 2024 · Title: Dynamically Aggregating Diverse Information. Authors: Annie Liang, Xiaosheng Mu, Vasilis Syrgkanis. Download PDF Abstract: An agent has access to multiple data sources, each of which provides information about a different attribute of an unknown state. Information is acquired continuously--where the agent chooses both which … grand chair ff14WebSep 12, 2024 · Dynamically Aggregating Diverse Information Abstract. An agent has access to multiple information sources, each modeled as a Brownian motion whose drift provides information about a different component of an unknown Gaussian state. Information is acquired continuously—where the agent chooses both which sources to … grand chain weatherWebOct 15, 2024 · Dynamically Aggregating Diverse Information. 10/15/2024 . ... Information is acquired continuously–where the agent chooses both which sources to sample from, and also how to allocate resources across them–until an endogenously chosen time, at which point a decision is taken. We show that the optimal information … grand chain lodge and campground in ilWebOct 15, 2024 · Title: Dynamically Aggregating Diverse Information. Authors: Annie Liang, Xiaosheng Mu, Vasilis Syrgkanis. Download PDF Abstract: An agent has access to multiple information sources, each of which provides information about a different attribute of an unknown state. Information is acquired continuously\textemdash where the agent … grand chain to marion