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Discovering Interpretable Representations for Both Deep Generative…
https://mlg.eng.cam.ac.uk/adrian/ICML18-Discovering.pdf16 May 2024: Significant re-sults are identified using a paired t-test with p = 0.05. ... The SVHN dataset contains 73,257training digits (instances) and 26,032 test digits. -
Mature Students | Careers Service
https://www.careers.cam.ac.uk/mature-students16 May 2024: See our Key Resources and Tools, including an AI CV checker, interview prep platform, and recruitment test preparation. -
From Parity to Preference-based Notionsof Fairness in Classification…
https://mlg.eng.cam.ac.uk/adrian/NeurIPS17-from-parity-to-preference.pdf16 May 2024: In this paper, we draw inspiration from the fair-division and envy-freeness literature in economics and game theory and proposepreference-based notions of fairness—given the choice between various sets ... Finally,we train the five classifiers -
Laing O’Rourke Centre Information Technology Showcase Friday, 10 May…
https://cit.eng.cam.ac.uk/files/lorc_it_showcase_book_of_abstracts.pdf16 May 2024: Laing O’Rourke Centre. Information Technology Showcase. Friday, 10 May 2024. West Hub, University of Cambridge,. Cambridge. Book of Abstracts. Page 2. Foreword. The Laing O’Rourke Centre for Construction Engi-neering and Technology has made -
A Common Good Approach to Development
https://api-thoth-arch.lib.cam.ac.uk/server/api/core/bitstreams/d1d76810-0c32-4828-b631-d07faaec0aba/content16 May 2024: The concept of the common good has recently enjoyed a revival and inspired prac oners keen to look beyond the shortcomings of poli cal and economic liberalism. ... They set the ground for economic behaviours that allow for a sustainable use of the -
Adrian Weller
https://mlg.eng.cam.ac.uk/adrian/16 May 2024: Adrian serves on the boards of several organizations. He is a member of the World Economic Forum Global Future Council on the Future of AI, and is co-director of the ... Train and test tightness of LP relaxations in structured prediction. -
A European Public Investment Outlook
https://api-thoth-arch.lib.cam.ac.uk/server/api/core/bitstreams/aeb896d8-7761-4f95-9989-b9a7b8bf9e2b/content16 May 2024: His main areas of research include regional economics, economic integration and globalization, labour market, migration and energy economics. ... His current research interests revolve around international and regional economics, economic integration and -
Transparency: Motivations and Challenges? Adrian…
https://mlg.eng.cam.ac.uk/adrian/transparency.pdf16 May 2024: truth.”. Defining criteria and tests for practical faithfulness are important open pro-blems. ... 53. Prat, A.: The wrong kind of transparency. American Economic Review 95(3),862–877 (2005). -
Feeding the City: Work and Food Culture of The Mumbai Dabbawalas
https://api-thoth-arch.lib.cam.ac.uk/server/api/core/bitstreams/a126cf74-0118-4360-bf00-e7db54ef0a3f/content16 May 2024: This concept leads to a reflection on the comparison between the economic principles. ... centre. The metropolis experienced startling economic growth and attracted significant amounts of capital for the creation of new investment and employment -
A Unified Approach to Quantifying Algorithmic Unfairness: Measuring…
https://mlg.eng.cam.ac.uk/adrian/KDD2018_inequality_indices.pdf16 May 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 -
Folktales of Mayotte, an African Island
https://api-thoth-arch.lib.cam.ac.uk/server/api/core/bitstreams/aec2f0c2-654c-4ee2-b3b4-8154b4f233bc/content16 May 2024: 14 Folktales of Mayotte, an African Island. chooses a story about economic depression and recovery, incidentally making the point that colonized people had better speak good French. ... As his escape trick Hare sets a test: ‘Have us drink something -
Human Perceptions of Fairness in Algorithmic Decision Making: A Case…
https://mlg.eng.cam.ac.uk/adrian/WWW18-HumanPerceptions.pdf16 May 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 -
MARIANNE JOSSEN Undocumented Migrants and Healthcare Eight Stories…
https://api-thoth-arch.lib.cam.ac.uk/server/api/core/bitstreams/0f4a3864-6bd7-4117-94a8-93b0498d65f5/content16 May 2024: For instance, undocumented migrants consulted for an initial pregnancy visit four weeks later than legal residents, and while among the latter only 2% had never had a cervical smear test, this -
The Case for Process Fairness in Learning:Feature Selection for ...
https://mlg.eng.cam.ac.uk/adrian/grgic.pdf16 May 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 -
Breaking Conventions: Five Couples in Search of Marriage-Career…
https://api-thoth-arch.lib.cam.ac.uk/server/api/core/bitstreams/174af1ad-2353-40fc-81b6-d0386eb96e05/content16 May 2024: LSE Image Library/1385. London School of Economics and Political Science, British Library of Political and Economic Science. ... Passfield Papers London School of Economics and Political Science, British Library of Political and Economic Science, -
Methods for Inference in Graphical Models
https://mlg.eng.cam.ac.uk/adrian/phd_FINAL.pdf16 May 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,. -
Beyond Distributive Fairness in Algorithmic Decision Making: Feature…
https://mlg.eng.cam.ac.uk/adrian/AAAI18-BeyondDistributiveFairness.pdf16 May 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. -
AFTER THE MINERS’ STRIKE After the Miners’ Strike A39 ...
https://api-thoth-arch.lib.cam.ac.uk/server/api/core/bitstreams/0f228a9c-8187-431a-aa5c-2798e94c85a0/content16 May 2024: The Miners’ Strike was defeated, which allowed Britain in the longer term to become the country it is today: one of widening social divisions and economic disparities with permanent unaddressed crises ... After a test drive, I tendered my best advice -
Working Draft 1 Accountability of AI Under the Law: ...
https://mlg.eng.cam.ac.uk/adrian/SSRN-id3064761-Dec19.pdf16 May 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,. -
Clamping Variables and Approximate Inference Adrian WellerColumbia…
https://mlg.eng.cam.ac.uk/adrian/NeurIPS14-clamp.pdf16 May 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 -
How to Read a Folktale: The 'Ibonia' Epic from Madagascar
https://api-thoth-arch.lib.cam.ac.uk/server/api/core/bitstreams/3b74cffc-c29f-48e8-8491-ce4372bcdc72/content16 May 2024: Noiret passes these tests admirably. His informant, he tells us, lived in the region of Ambohimahasoa. -
Orthogonal Estimation of Wasserstein Distances Mark Rowland∗1 Jiri…
https://mlg.eng.cam.ac.uk/adrian/AISTATS19-slicedwasserstein.pdf16 May 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 -
The Predatory Paradox: Ethics, Politics, and Practices in…
https://api-thoth-arch.lib.cam.ac.uk/server/api/core/bitstreams/52bfc3d4-8c52-42ce-9001-335ac1f680d3/content16 May 2024: In addition to addressing the historical, political, and economic aspects of scholarly publishing that have culminated in the present situation, each chapter also offers practical advice on how to navigate this -
ONLINE SURVEY In collaboration with Unglue.it we have set ...
https://api-thoth-arch.lib.cam.ac.uk/server/api/core/bitstreams/2497b9d5-0cf0-4ac8-a73e-85a843e46613/content16 May 2024: performances of eloquence and education: demonstrably satisfying tests, appraisals, accreditations, ‘excellence frameworks’, and other exercises, usually within strictly codified and prescribed linguistic formulations of academic discourse. -
Maria Manuel Lisboa The End of the WorldApocalypse and ...
https://api-thoth-arch.lib.cam.ac.uk/server/api/core/bitstreams/2a9a7fca-3bc0-4b47-b914-62107f140852/content16 May 2024: Maria Manuel Lisboa. The End of the WorldApocalypse and its Aftermath in. Western Culture. PublishersOpenBook. THE END OF THE WORLD. Maria Manuel Lisboa is Professor of Portuguese Literature and Culture at the University of Cambridge, and a Fellow -
A People Passing Rude
https://api-thoth-arch.lib.cam.ac.uk/server/api/core/bitstreams/c1a67b55-e878-468b-944e-84532404c8f4/content16 May 2024: A PEOPLE PASSING RUDE. A PEOPLE PASSING RUDE: BRITISH RESPONSES TO RUSSIAN. CULTURE. Edited byAnthony Cross. Open Book Publishers CIC Ltd.,40 Devonshire Road, Cambridge, CB1 2BL, United Kingdom. http://www.openbookpublishers.com. 2012 Anthony Cross -
Essays on Paula Rego: Smile When You Think About Hell
https://api-thoth-arch.lib.cam.ac.uk/server/api/core/bitstreams/b6ca9143-0513-4064-b737-2948d3d027b0/content16 May 2024: The strength of Salazar’s economic policies, which succeeded in restoring Portugal’s balance of payments and in strengthening his political power base, involved a re-definition of Portuguese colonial. ... term. The colonies that had underpinned the -
In the Lands of the Romanovs: An Annotated Bibliography of First-hand …
https://api-thoth-arch.lib.cam.ac.uk/server/api/core/bitstreams/2b69bf0e-4280-430f-b5a5-f72b5bbdbcc7/content16 May 2024: In the Lands of the RomanovsAn Annotated Bibliography of First-hand English-language. Accounts of The Russian Empire (1613-1917). ANTHONY CROSS. PublishersOpenBook. I N T H E L A N D S O F T H E R O M A N O V S. In the Lands of the RomanovsAn Results that match 1 of 2 words
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Cambridge Enterprise – knowledge transfer & research impact
https://www.enterprise.cam.ac.uk/16 May 2024: Sorry your browser does not support the video tag. Cambridge Enterprise is responsible for supporting the translation of University research to create globally leading economic and social impact. -
Future Centre Events :: Centre for History and Economics
https://www.histecon.magd.cam.ac.uk/eventsupcoming_cs.htm16 May 2024: Centre for History and Economics, Magdalene College, Cambridge CB3 0AG, UK. ... Data Protection Policy ». 2024 Centre for History and Economics. -
Ten Cambridge scientists elected as Fellows of the Royal Society 2024 …
https://www.cam.ac.uk/news/ten-cambridge-scientists-elected-as-fellows-of-the-royal-society-202416 May 2024: She is a Fellow of Trinity College. Her pioneering work to devise a first-in-class, non-endoscopic capsule sponge test for identifying individuals at high risk for oesophageal cancer has ... won numerous prizes, including the Westminster Medal, and this -
Our Partners
https://data-islands.fitzmuseum.cam.ac.uk/partners/16 May 2024: ISAW is a center for advanced scholarly research and graduate education, which aims to encourage particularly the study of the economic, religious, political and cultural connections between ancient civilizations. -
Master & Fellows - Trinity College Cambridge
https://www.trin.cam.ac.uk/fellows/master-fellows/16 May 2024: Trinity College is governed by the Master and 190 or so Fellows in a very wide range of University studies, who are responsible for maintaining it as a place of -
Centre for History and Economics
https://www.histecon.magd.cam.ac.uk/news.html16 May 2024: The Joint Centre for History and Economics is delighted to announce CHEP, a new project with Sciences Po: CHE in Paris – Histories of Economic Life. ... The Joint Centre for History and Economics is pleased to announce the History Project, a programme -
Primary Science: Bouncing Balls – KS1 and KS2 | Faraday
https://www.faraday.cam.ac.uk/shop/primary-science-bouncing-balls-ks3-and-ks4/16 May 2024: Can they navigate the practical challenges to designing a ‘fair test’ to investigate which ball is the bounciest, and why? -
Institute for the Study of the Ancient World
https://data-islands.fitzmuseum.cam.ac.uk/partners/institute-for-the-study-of-the-ancient-world/16 May 2024: Institute for the Study of the Ancient World. ISAW is a center for advanced scholarly research and graduate education, which aims to encourage particularly the study of the economic, religious, political ... The approaches of anthropology, archaeology, -
TibGM: A Transferable and Information-Based Graphical Model Approach…
https://mlg.eng.cam.ac.uk/adrian/ICML2019-TibGM.pdf16 May 2024: Confidence intervals are shown in all the plots. Unlessnoted otherwise, each experiment was repeated 50 timesand significance has been tested via a paired t-test with sig-nificance level at 5%. ... Significance is tested usingthe same paired t-test -
ML-IRL: Machine Learning in Real Life Workshop at ICLR ...
https://mlg.eng.cam.ac.uk/adrian/ML_IRL_2020-Counterfactual_Accuracy.pdf16 May 2024: would we have to give up so that the predictionfor the test point would change? ... 2017)), and then we constrain fora random test point to obtain counterfactual accuracy. -
Leader Stochastic Gradient Descent (LSGD) for Distributed Training of …
https://mlg.eng.cam.ac.uk/adrian/LSGD_Poster_NeurIPS2019.pdf16 May 2024: Test error for the center variable versus wall-clock time. Figure: ResNet20 on CIFAR-10 with 4 workers (on the left) and 16 workers (on the right). ... Test error for the center variable versus wall-clock time. Figure: ResNet20 on CIFAR-10. -
One-network Adversarial Fairness
https://mlg.eng.cam.ac.uk/adrian/AAAI2019_OneNetworkAdversarialFairness.pdf16 May 2024: To test significance, we perform a paired t-test withsignificance level at 5%. ... Totest significance, we perform a paired t-test with significance level at 5%. -
Understanding the Bethe Approximation: When and How can it go Wrong?
https://mlg.eng.cam.ac.uk/adrian/pabc.pdf16 May 2024: Wolfe used for all runs, aftervalidating against smaller test set usingdual decomposition with guaranteed-approx mesh method (Weller andJebara, 2014). -
Characterizing Tightness of LP Relaxations by Forbidding Signed Minors
https://mlg.eng.cam.ac.uk/adrian/pminor.pdf16 May 2024: test. REFERENCES. B. Guenin. A characterization of weakly bipartite graphs. Journal of Combinatorial Theory, Series B, 83(1):112–168, 2001. -
Middle Eastern Societies (1918-1939): Challenges, Changes and…
https://skilliter.newn.cam.ac.uk/middle-eastern-societies-1918-1939-challenges-changes-and-transitions/16 May 2024: negotiated over or resisted changes imposed by internal or external political actors, or brought about by violence or economic circumstances. -
Understanding the Bethe Approximation: When and How can it ...
https://mlg.eng.cam.ac.uk/adrian/abc.pdf16 May 2024: Ex-periments are described in 6, where we examine test cases.Conclusions are discussed in 7. ... Given this performance, we used FW for all Bethe opti-mizations on the test cases. -
Geometrically Coupled Monte Carlo Sampling Mark Rowland∗University of …
https://mlg.eng.cam.ac.uk/adrian/NeurIPS18-gcmc.pdf16 May 2024: 5.2 Variance-reduced ELBO estimation for deep generative models. In this section, we test GCMC sampling strategies on a deep generative modelling application. ... 10. Arthur Gretton, Karsten M. Borgwardt, Malte J. Rasch, Bernhard Schölkopf, and -
You Shouldn’t Trust Me: Learning Models WhichConceal Unfairness From…
https://mlg.eng.cam.ac.uk/adrian/ECAI20-You_Shouldn%E2%80%99t_Trust_Me.pdf16 May 2024: Each histogramrepresents the ranking across the test set assigned by the designated feature importance method. ... These results suggest that ourattack is successful in generalising across unseen test points. -
Blind Justice: Fairness with Encrypted Sensitive Attributes
https://mlg.eng.cam.ac.uk/adrian/ICML18-BlindJustice.pdf16 May 2024: Figure 2 shows the test set accuracyover the constraint value. By design, the synthetic datasetexhibits a clear trade-off between accuracy and fairness. ... Biddle, D. Adverse impact and test validation: A practi-tioner’s guide to valid and defensible -
Bounding the Integrality Distance ofLP Relaxations for Structured…
https://mlg.eng.cam.ac.uk/adrian/OPT2016_paper_3.pdf16 May 2024: Thus, the more training data we have, the better we can estimate theexpected integrality distance at test time.Remark 1. ... 9] O. Meshi, M. Mahdavi, A. Weller, and D. Sontag. Train and test tightness of LP relaxations instructured prediction. -
Unifying Orthogonal Monte Carlo Methods
https://mlg.eng.cam.ac.uk/adrian/ICML2019-unified.pdf16 May 2024: 3, 4. Approximating kernel matrices: We test the relative er-ror of kernel matrix estimation for the above estimators forthe Gaussian kernel (following the setting of Choromanski& Sindhwani, 2016). ... A kernel two-sample test. J. Mach. Learn.Res., -
2018 Formatting Instructions for Authors Using LaTeX
https://mlg.eng.cam.ac.uk/adrian/AIES18-crowd_signals.pdf16 May 2024: For training our classifiers, we use 5-fold cross-validation.In each test, the original sample is partitioned into 5 sub-samples, out of which 4 are used as training data, ... The processis then repeated 5 times, with each of the 5 sub-samplesused
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