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The Case for Process Fairness in Learning:Feature Selection for ...
https://mlg.eng.cam.ac.uk/adrian/grgic.pdf19 Jun 2024: 3. Prior literature in social, economic, legal, and political sciences distinguishing between directdiscrimination and indirect discrimination makes similar observations as we do in this paper. ... For each of the classifiers, we also compute -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=public…
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=public-engagement25 Jun 2024: We provide platforms and resources to increase your skills and so you can test out new ideas and activities. ... to engaged research that has the potential to have economic, cultural and societal impact locally and globally. -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&cat=363
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&cat=36325 Jun 2024: monographs. It has also provided us with the opportunity to test the implementation of additional infrastructure to support discovery, access, and dissemination of such open access content, and potentially experiment with ... biomedical research), others -
Earth’s earliest sea creatures drove evolution by stirring the water…
https://newn.cam.ac.uk/newnham-news/earths-earliest-sea-creatures-drove-evolution-by-stirring-the-water/27 Jun 2024: resources. To test how far back this process goes in Earth’s history, the team looked at some of the earliest examples of marine animal communities, known from rocks at Mistaken -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=elsevi…
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=elsevier25 Jun 2024: To prepare for this we will be communicating with our users across our research community to inform, receive feedback and to test the services we deliver. ... It points directly to editorial decisions being made on economic or political grounds./p pThe -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&author=3
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&author=325 Jun 2024: Office of Scholarly Communication, Author at Unlocking Research https://unlockingresearch-blog.lib.cam.ac.uk/?author=3 Open Research at Cambridge Mon, 27 May 2019 13:44:29 0000 en-GB hourly 1 https://wordpress.org/?v=6.5.5 210359508 Multiplicity, -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=theses
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=theses25 Jun 2024: However OCR does not work on handwriting or if the type is uneven./p pTo test this, the OSC decided to ask the British Library to digitise a few samples from ... run OCR over the scans to test for accuracy./p ul liThe scan of 1997 thesis that -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=librar…
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=library25 Jun 2024: This is an argument against a formal route. They also suffer from a conflict of interest because of the need to ensure a number of students – there are economic considerations./p -
Mendelian randomization
www.statslab.cam.ac.uk/~qz280/talk/mr-tutorial/slides.pdf3 Jun 2024: 7/40. IV in Economics: Effect of military service on earnings2. Lottery number Z Military service X Earning Y. ... administrative records. American Economic Review, 80(3), 313–336. 8/40. Results of the Vietnam-war lottery study. -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=hefce
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=hefce25 Jun 2024: HEFCE Archives - Unlocking Research https://unlockingresearch-blog.lib.cam.ac.uk/?tag=hefce Open Research at Cambridge Tue, 19 Sep 2017 15:15:04 0000 en-GB hourly 1 https://wordpress.org/?v=6.5.5 210359508 Open Access policy, procedure & process at -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=resear…
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=research-excellence-framework25 Jun 2024: It is unrealistic to hope for something along the lines of a href="http://jackandraka.net/" target="_blank"Jack Akandra/a‘s breakthrough for a diagnostic test for pancreatic cancer using ... target="_blank"Open for Business: How Open Data Can Help -
A Unified Approach to Quantifying Algorithmic Unfairness: Measuring…
https://mlg.eng.cam.ac.uk/adrian/KDD2018_inequality_indices.pdf19 Jun 2024: In this paper, we propose to quantify unfairness using inequal-ity indices that have been extensively studied in economics andsocial welfare [3, 10, 19]. ... For all experiments, we repeatedly split the data into 70%-30%train-test sets 10 times and -
Causal Inference: An Introduction Qingyuan Zhao Statistical…
www.statslab.cam.ac.uk/~qz280/talk/ssrmp-2020/slides.pdf3 Jun 2024: Examples in social sciences. 1 Economics: How does supply and demand (causally) depend on price? ... Statistical inference: Approach 1. Randomisation inference (permutation test). Test the hypothesis H0 : A Y | X (or H0 : A Y if randomisation does -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=resear…
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=research-data25 Jun 2024: To control tests properly, you would like to be double blind.You would like not to know who did a certain test, you would like not to know the answer beforehand, ... Open access allows us to reach new audiences, improve the economics of research access, -
www.eprg.group.cam.ac.uk Using rewards and penalties to incentivize…
https://www.jbs.cam.ac.uk/wp-content/uploads/2024/06/eprg-wp2407.pdf18 Jun 2024: September 2021 to pre-test the questionnaire. After observing the responses and taking. ... electricity subsidy saved. A cost-benefit analysis is conducted to evaluate the economic. -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&cat=1
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&cat=125 Jun 2024: monographs. It has also provided us with the opportunity to test the implementation of additional infrastructure to support discovery, access, and dissemination of such open access content, and potentially experiment with ... down (most reasons are -
Human Perceptions of Fairness in Algorithmic Decision Making: A Case…
https://mlg.eng.cam.ac.uk/adrian/WWW18-HumanPerceptions.pdf19 Jun 2024: We draw these latentproperties from the existing literature in social-economic-political-moral sciences, philosophy, and the law, as detailed below.I. ... To evaluate the model, we randomly split thedata into 50%/50% train/test folds five times, and -
Methods for Inference in Graphical Models
https://mlg.eng.cam.ac.uk/adrian/phd_FINAL.pdf19 Jun 2024: 91. 7.6.2 Test sets. 93. 7.7 Conclusions. 95. 8 Clamping Variables and Approximate Inference 96. ... cave functions. They have attracted attention in combinatorics (Lovász, 1983), economics (Topkis,. -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=metada…
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=metadata25 Jun 2024: its final form/aon the 28th July this year./p pTo test whether our beliefs were in-line with researchers’ needs, last year we conducted a short survey on research data -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=open-r…
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=open-research25 Jun 2024: time was taking the test… I mean is that reasonable?Is anybody ever going do that?If you put those limitations on data because that is a very, very remote possibility; ... To control tests properly, you would like to be double blind.You would like not -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=resear…
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=research-support25 Jun 2024: respond Office of Scholarly Communication Tue, 23 Oct 2018 09:20:29 0000 Uncategorized LibGuides librarians Libraries Research Support TDM TDM Test Kitchen ... test-kitchen-1/text-and-data-mining-test-kitchen"pilot project/a involves a publisher, -
Causal Inference
www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/slides.pdf3 Jun 2024: Randomization inference: General tests. Randomization provides the “reasoned basis” for Fisher’s exact test. ... Randomization inference: F-test. Setting: Neyman-Rubin model, A = {0,1,. ,k 1}. -
10 Top Recruiting Tips for SMEs | Careers Service
https://www.careers.cam.ac.uk/employers/sme-information-hub/10-top-recruiting-tips-smes11 Jun 2024: Tap into the talent pool of exceptional students and graduates from Cambridge with our top recruiting tips, supported by research from AGCAS and GTI. -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&cat=364
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&cat=36425 Jun 2024: monographs. It has also provided us with the opportunity to test the implementation of additional infrastructure to support discovery, access, and dissemination of such open access content, and potentially experiment with ... down (most reasons are -
Sensitivity analysis for observational studies: Past, Present, and…
www.statslab.cam.ac.uk/~qz280/talk/uea-2024/slides.pdf3 Jun 2024: Solid curves: contours of likelihood ratio test. Dashed curves:. estimated ATE reduced by half. ... Blattman, Christopher and Jeannie Annan (2010). “The Consequences of ChildSoldiering”. In: The Review of Economics and Statistics 92.4, pp. -
STATISTICAL MODELLING Part IIC, Michaelmas 2021 Practical 8:…
www.statslab.cam.ac.uk/~qz280/teaching/modelling-2022/P8.pdf3 Jun 2024: mod2 <- glm(Freq subject_msubject_f match, data=SD_subj, family=poisson). > anova(mod1, mod2, test="LR"). ... Therefore we can calculate the approximate p-value for the test above with. > -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=polici…
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=policies25 Jun 2024: Policies Archives - Unlocking Research https://unlockingresearch-blog.lib.cam.ac.uk/?tag=policies Open Research at Cambridge Sat, 02 Mar 2019 16:51:36 0000 en-GB hourly 1 https://wordpress.org/?v=6.5.5 210359508 What I wish I’d known at the start -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=apollo
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=apollo25 Jun 2024: This report reveals important truths for OA plugin critical adopters, for instance showing less than expected overlap in comparison of the plugins’ returned results from the test sample of DOIs, and -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=data-c…
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=data-champions25 Jun 2024: To control tests properly, you would like to be double blind.You would like not to know who did a certain test, you would like not to know the answer beforehand, ... Open access allows us to reach new audiences, improve the economics of research access, -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=data-m…
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=data-management-plan25 Jun 2024: Cambridge University was one of the original test-bed institutions for DSpace in 2005. ... property the same basic question arises: “is the institution best served by making it freely available or by commercialising it?” Both approaches can lead to -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=schola…
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=scholarly-communication25 Jun 2024: monographs. It has also provided us with the opportunity to test the implementation of additional infrastructure to support discovery, access, and dissemination of such open access content, and potentially experiment with ... To control tests properly, -
Clamping Variables and Approximate Inference Adrian WellerColumbia…
https://mlg.eng.cam.ac.uk/adrian/NeurIPS14-clamp.pdf19 Jun 2024: 6. Test models were constructed as follows: For n variables, singleton potentials were drawn θi U[Tmax,Tmax]; edge weights were drawn Wij U[0,Wmax] for attractive models, or Wij ... In UAI, 2009. P. Milgrom. The envelope theorems. Department of Economics -
www.eprg.group.cam.ac.uk Output vs Input subsidies in agriculture: a…
https://www.jbs.cam.ac.uk/wp-content/uploads/2024/06/eprg-wp2406.pdf18 Jun 2024: It has been empirically established that farmers are most influenced by economic incentives. ... In the economics literature, the choice experiment is an established method for conducting economic valuation of alternatives before policy change. -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=publis…
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=publishers25 Jun 2024: Thanks to Jeff MacKie-Mason, University Librarian and Professor, School of Information and Professor of Economics at UC Berkeley,we are happy to clarify:/p ul liThe a -
1 | P a g e POL 2204 Charlotte ...
https://www.crim.cam.ac.uk/files/pol-2204_thesis_charlotte_donohoe.pdf18 Jun 2024: is complex. The association typically involves social, economic and environmental. factors relating to ethnicity rather than ethnicity itself (Sampson et al., 2005). ... in crime prevalence, methods of offending and economic conditions. 29 | P a g e. -
CAUSAL INTERPRETATIONS OF BLACK-BOX MODELS QINGYUAN ZHAO AND TREVOR…
www.statslab.cam.ac.uk/~qz280/publication/pdp/paper.pdf3 Jun 2024: ICE is first introduced to discover. interaction between the predictor variables and visually test if the function g is additive. ... Journal of Economic Perspectives, 31(2):87–106, 2017. Judea Pearl. Comment: Graphical models, causality and -
Working Draft 1 Accountability of AI Under the Law: ...
https://mlg.eng.cam.ac.uk/adrian/SSRN-id3064761-Dec19.pdf19 Jun 2024: Working Draft. 1. Accountability of AI Under the Law: The Role of Explanation. Finale Doshi-Velez, Mason Kortz, Ryan Budish, Chris Bavitz, Sam Gershman, David O’Brien, Kate Scott, Stuart Shieber, James Waldo, David Weinberger, Adrian Weller,. -
Orthogonal Estimation of Wasserstein Distances Mark Rowland∗1 Jiri…
https://mlg.eng.cam.ac.uk/adrian/AISTATS19-slicedwasserstein.pdf19 Jun 2024: physics (Jordan et al., 1998) and economics(Galichon, 2016), and are increasingly used in machinelearning (Arjovsky et al., 2017; Gulrajani et al., 2017;Peyré and Cuturi, 2018). ... 5.1 Distance estimation. We begin with a test bed of small-scale -
Beyond Distributive Fairness in Algorithmic Decision Making: Feature…
https://mlg.eng.cam.ac.uk/adrian/AAAI18-BeyondDistributiveFairness.pdf19 Jun 2024: 2011). For all reported results, we ran-domly split the data into 50%/50% train/test folds 5 times and re-port average statistics. ... In Univer-sity of Michigan Law & Economics Research Paper No. 16012.Ahmed, F.; Dickerson, J. -
Sensitivity analysis for observational studies: Looking back and…
www.statslab.cam.ac.uk/~qz280/talk/yale-biostats-2020-2/slides.pdf3 Jun 2024: The Reviewof Economics and Statistics, 92(4):882–898, 2010. doi:10.1162/REST a 00036. C. ... Biometrics, 69:803–811, 2013. G. W. Imbens. Sensitivity to exogeneity assumptions in program evaluation.American Economic Review, 93:126–132, 2003. -
International Student GuidePre-arrival and orientation information 32 …
https://www.internationalstudents.cam.ac.uk/files/international_student_guide.pdf5 Jun 2024: To purchase spectacles or contact lenses you will need a British eye prescription, which you get from the optician following a sight test. ... Sight tests can be arranged by contacting the optician directly. The cost of frames, lenses and contact lenses -
National Science Foundation (NSF) | Research Operations Office
https://www.research-operations.admin.cam.ac.uk/policies/conflict-interest-us-funded-research/national-science-foundation-nsf6 Jun 2024: an equity interest that, when aggregated for the investigator and the investigator’s spouse and dependent children, meets both of the following tests: does not exceed $10,000 in value as -
Will competition-winning methods for causal inference also succeed in …
www.statslab.cam.ac.uk/~qz280/publication/acic-competition-comment/paper.pdf3 Jun 2024: REFERENCES. Angrist, J. D. and Krueger, A. B. (1999). Empirical strategies in labor economics. ... TheAmerican Economic Review Papers and Proceedings 93 126-132. Keele, L. and Small, D. -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=wellco…
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=wellcome-trust25 Jun 2024: Note that CDSR is not a repository but provides a common discoverability and access portal./li /ul pstrongCommunity-led activities/strong/p pWellcome are inviting the community to develop and test -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=text-a…
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=text-and-data-mining25 Jun 2024: Facilitating Test and Data Mining /a/emhow an open access publisher supports TDM. ... For example, Cambridge repository has to host research spanning across particle physics, engineering, economics, archaeology, zoology, clinical medicine and many, many -
Lecture Notes on Causal Inference(with corrections) Qingyuan Zhao May …
www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/notes-2021.pdf3 Jun 2024: The first approachtries to test the conditional independence A[n] Y[n](0) | X. ... A level-α randomisation test then rejects H0 if Pm α. 2.19 Theorem. -
Confounder adjustment in large-scale linear structural models
www.statslab.cam.ac.uk/~qz280/publication/cate-mutual-fund/slides.pdf3 Jun 2024: I In R, run summary(lm(YX)).I Equivalent to a two-sample t-test with equal variance. ... Journal of Financial Economics, 33(1).7. Carhart, M. M. (1997). “On persistence in mutual fund performance.” Journal of Finance, 52(1). -
Two-Sample Instrumental Variable Analysis: Challenges and Some…
www.statslab.cam.ac.uk/~qz280/publication/two-sample-iv/slides.pdf3 Jun 2024: Future work: Goodness-of-fit test of the statistical model. Good statistical fit more confidence in the results? ... TheReview of Economics and Statistics, 92(3):557–561, 2010. M. Katan. Apoupoprotein e isoforms, serum cholesterol, and cancer. -
STANDING ORDERS
https://www.joh.cam.ac.uk/sites/default/files/documents/Standing%20Orders.pdf24 Jun 2024: STANDING ORDERS. OF THE. COLLEGE OF SAINT JOHN. THE EVANGELIST. IN THE. UNIVERSITY OF CAMBRIDGE. June 2024. AIMS OF THE COLLEGE. Education. The College aims to admit as undergraduates and graduate students those who have the highest potential for -
ST JOHN’S COLLEGE UNIVERSITY OF CAMBRIDGE THE STUDENT HANDBOOK ...
https://www.joh.cam.ac.uk/sites/default/files/documents/StudentHandbook%202023_6.pdf28 Jun 2024: Economics, et cetera, and are given an offer by the College to study the relevant Cambridge course in that subject.
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