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  • Article

Accuracy First: Selecting a Differential Privacy Level for Accuracy-Constrained ERM

By: Katrina Ligett, Seth Neel, Aaron Leon Roth, Bo Waggoner and Steven Wu
Traditional approaches to differential privacy assume a fixed privacy requirement ϵ for a computation, and attempt to maximize the accuracy of the computation subject to the privacy constraint. As differential privacy is increasingly deployed in practical settings, it... View Details
Keywords: Differential Privacy; Empirical Risk Minimization; Accuracy First
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  • 24 Oct 2006
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First Look: October 24, 2006

first refusal, but only a four-month window to raise the capital needed to head off Temasek's bid. Hilmi and Arifin Panigoro are considering a two-stage plan: a Leveraged Buy-Out (LBO) to be followed by a secondary equity offering at a... View Details
Keywords: Sean Silverthorne
  • 01 May 2007
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First Look: May 1, 2007

obtain bandwidth larger (smaller) than s/(s+f). The paper constitutes a first step towards a general analytical foundation for scarce resource allocation in peer-to-peer file sharing networks. PDF not available. Peer-to-Peer File Sharing... View Details
Keywords: Sean Silverthorne
  • 19 Dec 2006
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First Look: December 19, 2006

three-level system much like any organized sport. Markets occupy the first level, where the competition takes place; the institutional foundations that underpin those markets are the second; and the political authority that administers... View Details
Keywords: Sean Silverthorne
  • 20 Jan 2015
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First Look: January 20

over the first thirty-four years of the FASB (1973-2006). We examine the influence of auditors' lobbying incentives arising from three basic factors: managing expected litigation and regulatory costs; catering to clients' preferences for... View Details
Keywords: Sean Silverthorne
  • 08 Dec 2009
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First Look: Dec. 8

have documented the modest (though reliable) link between household income and well-being, we examined the accuracy of laypeople's intuitions about this relationship by asking people from across the income spectrum to report their own... View Details
Keywords: Martha Lagace
  • 04 Dec 2012
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First Look: December 4

half of farmers calling AO in the first seven months. Farmers offered the service turn less often to other farmers and input sellers for agricultural advice. Management practices change as well: we observe an increase in the adoption of... View Details
Keywords: Carmen Nobel
  • 02 Sep 2014
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First Look: September 2

to engage in deception. Drawing on literatures in social psychology and workplace self-esteem, we theorize that negative comparisons with peers could cause either junior or senior employees to seek to improve reported relative performance measures via deception. In a... View Details
Keywords: Sean Silverthorne
  • 22 Apr 2014
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First Look: April 22

Shawn A., Martin Kanz, and Leora Klapper Abstract—This paper uses a series of experiments with commercial bank loan officers to test the effect of performance incentives on risk assessment and lending decisions. We first show that while... View Details
Keywords: Sean Silverthorne
  • 12 Mar 2013
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First Look: March 12

Health's MegaBLAST. The best achieved both greater accuracy and speed (1,000 times greater). Here we show the potential of using online prize-based contests to access individuals without domain-specific backgrounds to address big-data... View Details
Keywords: Sean Silverthorne
  • 08 Jun 2010
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First Look: June 8

economic theory of the costs and benefits of corporate culture—in the sense of shared beliefs and values—in order to study the effects of 'culture clash' in mergers and acquisitions. I first use a simple analytical framework to show that... View Details
Keywords: Martha Lagace
  • 25 Jul 2006
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First Look: July 25, 2006

Jones Author's Abstract A noteworthy characteristic of the contemporary global economy is the uneven distribution of world foreign direct investment (FDI). While in the first global economy before 1929 most FDI was located in developing... View Details
Keywords: Sean Silverthorne
  • 08 Aug 2006
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First Look: August 8, 2006

recency) but are more cautious (positive recency). Paper not available Learning and Equilibrium As Useful Approximations: Accuracy of Prediction on Randomly Selected Constant Sum Games Author:Ido Erev, Alvin E. Roth, Robert L. Slonim, and... View Details
Keywords: Sean Silverthorne
  • 22 Aug 2006
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First Look: August 22, 2006

authors describe how organizational biases arise from the different incentives, agendas, and blind spots of the various functional areas of a business, and how they compromise forecast accuracy and disrupt the supply chain process. They... View Details
Keywords: Martha Lagace
  • 20 Feb 2007
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First Look: February 20, 2007

Street earnings occurred around 1991, and (iii) a large number of firm-quarter observations exhibit zero differences between GAAP and Street earnings. We first view the paper as a methodological paper, and discuss how the analysis... View Details
Keywords: Martha Lagace
  • 16 Jun 2015
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First Look: June 16, 2015

accuracy of those assessments. We analyzed nearly 17,000 code-of-conduct audits conducted at nearly 6,000 suppliers around the world. We found that audits yield fewer violations when the audit team had been at that particular supplier... View Details
Keywords: Sean Silverthorne
  • 30 Jun 2015
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First Look: June 30, 2015

problematic. While firms are increasingly relying on private-sector "social auditors" to assess factory conditions, little had been known about the accuracy of those assessments. We analyzed nearly 17,000 code-of-conduct audits... View Details
Keywords: Carmen Nobel
  • 29 May 2007
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First Look: May 29, 2007

before deciding to have surgery. Direct-to-consumer advertising seems to play a substantial role in surgeon and patient decision making in orthopaedics. Future efforts should be aimed at improving the quality and accuracy of information... View Details
Keywords: Martha Lagace
  • 01 Nov 2016
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First Look - November 1, 2016

firm, there is a decrease in the accuracy and informativeness of the unconnected (arm’s length) analysts’ forecasts, suggesting that the connected analyst’s knowledge spills over to those outside the private network. The spillover effect... View Details
Keywords: Sean Silverthorne
  • 11 Apr 2017
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First Look at New Research, April 11

one’s own knowledge attenuated reliance on algorithms. These tests are important because participants can improve their accuracy by relying more on algorithms (Experiment 4). Experiments 5 and 6 tested a mechanism for reliance:... View Details