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Instantaneous loss - PowerPoint PPT Presentation

Learning with Pairwise Losses

Learning with Pairwise Losses. Problems, Algorithms and Analysis Purushottam Kar Microsoft Research India. Outline. Part I: Introduction to pairwise loss functions Example applications Part II: Batch learning with pairwise loss functions Learning formulation: no algorithmic details

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584 views • 43 slides

The long run effects of natural disasters: Thinking after the scientists have left

The long run effects of natural disasters: Thinking after the scientists have left . How should we think about disaster consequences?. GDP,GNI, HDI ?. Time. Extreme event of nature. Development outcomes. Earthquakes with the same magnitude cause vastly different mortality outcomes . .

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270 views • 15 slides

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Instantaneous loss - PowerPoint PPT Presentation

Learning with Pairwise Losses

The long run effects of natural disasters: Thinking after the scientists have left