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- IB Paper 7: Probability and Statistics
https://mlg.eng.cam.ac.uk/teaching/1BP7/1819/lect04.pdf19 Nov 2023: Waiting times. The bus arrives on average every 15 minutes. Compare the average waiting timefor people arriving randomly if buses 1) arrive regularly, 2) arrive randomly. -
https://mlg.eng.cam.ac.uk/people/david-janz/index.xml
https://mlg.eng.cam.ac.uk/people/david-janz/index.xml3 Jul 2024: David Janz | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/david-janz/ David Janz Wowchemy (https://wowchemy.com) en-us ... janz/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg David Janz -
https://mlg.eng.cam.ac.uk/people/wenbo-gong/index.xml
https://mlg.eng.cam.ac.uk/people/wenbo-gong/index.xml3 Jul 2024: Wenbo Gong | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/wenbo-gong/ Wenbo Gong Wowchemy (https://wowchemy.com) en-us ... gong/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg Wenbo Gong -
Alex Matthews awarded by Google for his work on TensorFlow |…
https://mlg.eng.cam.ac.uk/news/alex-matthews-awarded-by-google-for-his-work-on-tensorflow/3 Jul 2024: The award is for “…people outside of Google that they thought were doing great things in the world of open source”, in particular for his work implementing Cholesky backpropagation. -
https://mlg.eng.cam.ac.uk/people/chaochao-lu/index.xml
https://mlg.eng.cam.ac.uk/people/chaochao-lu/index.xml3 Jul 2024: Chaochao Lu | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/chaochao-lu/ Chaochao Lu Wowchemy (https://wowchemy.com) en-us ... lu/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg Chaochao Lu -
- IB Paper 7: Probability and Statistics
https://mlg.eng.cam.ac.uk/teaching/1BP7/1819/lect03.pdf19 Nov 2023: The averageincome is very different from the median, since a few people have very largeincomes. -
Graph-based Semi-supervised Learning Zoubin Ghahramani Department of…
https://mlg.eng.cam.ac.uk/zoubin/talks/lect3ssl.pdf27 Jan 2023: data, using webcam im-ages of ten people that were collected over a period of sev-eral months. ... People changed. 2Instructions for obtaining the dataset can be found at http://www.cs.cmu.edu/˜zhuxj/freefoodcam. -
Bayesian Sets Zoubin Ghahramani∗ and Katherine A. HellerGatsby…
https://mlg.eng.cam.ac.uk/pub/pdf/GhaHel06.pdf13 Feb 2023: Depending on the application, the set D may consist of web pages, movies, people,words, proteins, images, or any other object we may wish to form queries on. ... The size of the dataset after preprocessing was 1813 people by 1532 movies. -
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.pdf19 Jun 2024: Let x2 be a sensitive fea-ture, such as age, given by the shape of the point: assume youngand mature people. ... 100% points are accurate (correctly, blue maturepeople are in the blue zone, red mature people are in the red zone). -
A Nonparametric Bayesian Approach toModeling Overlapping Clusters…
https://mlg.eng.cam.ac.uk/pub/pdf/HelGha07a.pdf13 Feb 2023: A common approach is tocluster people; clusters could characterize gender, age,ethnicity, or simply movie taste (e.g. ... people who likehorror movies). However, any particular person canclearly belong to multiple such clusters at the sametime, e.g. -
One-network Adversarial Fairness
https://mlg.eng.cam.ac.uk/adrian/AAAI2019_OneNetworkAdversarialFairness.pdf19 Jun 2024: Here, following earlierwork, unfairness means discriminating against a particulargroup of people due to sensitive group characteristics suchas gender or race (Grgic-Hlaca et al. ... For the Adult data, a random guessing classi-fier would result in 75.9% -
A Unified Approach to Quantifying Algorithmic Unfairness: Measuring…
https://mlg.eng.cam.ac.uk/adrian/KDD2018_inequality_indices.pdf19 Jun 2024: We furtherillustrate this point with two examples: First, by this definition amodel that assigns the same outcome to everyone is considered fair,regardless of people’s merit for different outcomes ... This offersa framework to interpolate between group -
arXiv:0906.4032v1 [cs.LG] 22 Jun 2009
https://mlg.eng.cam.ac.uk/pub/pdf/BorGha09a.pdf13 Feb 2023: In the social sciences, one may want to compare whether the behavior of agroup of people, e.g. -
A Simple Bayesian Framework for Content-Based Image Retrieval…
https://mlg.eng.cam.ac.uk/pub/pdf/HelGha06a.pdf13 Feb 2023: everyday lives of people around the world. Accordingly,. there has been a substantial amount of CBIR research, and. ... as ease of displaying the images, reasonable quantities for. human hand labelling, and because when people perform. -
Non-parametric Bayesian Methods Uncertainty in Artificial…
https://mlg.eng.cam.ac.uk/zoubin/talks/uai05tutorial-b.pdf27 Jan 2023: Example 1:You are trying to model people’s patterns of movie preferences. ... people who like movies with Marlon Brando, people who like action movies but not science. -
Bayesian HC research talk
https://mlg.eng.cam.ac.uk/zoubin/p8-07/lect4s.ppt27 Jan 2023: Retrieving Movies. EachMovie Data: 1813 people by 1532 movies. Retrieving Movies. -
https://mlg.eng.cam.ac.uk/people/jonathan-so/index.xml
https://mlg.eng.cam.ac.uk/people/jonathan-so/index.xml3 Jul 2024: Jonathan So | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/jonathan-so/ Jonathan So Wowchemy (https://wowchemy.com) en-us ... so/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg Jonathan So -
grasshopper.dvi
https://mlg.eng.cam.ac.uk/pub/pdf/GolZhuVanAnd07.pdf13 Feb 2023: In social network anal-ysis, people are connected by their interactions, e.g.,phone calls. ... Active groups of people have strong in-teractions among them, but many groups may existwith fewer interactions. -
doi:10.1016/j.patrec.2005.09.027
https://mlg.eng.cam.ac.uk/pub/pdf/KimKimGha06a.pdf13 Feb 2023: People respond differ-ently according to gender. Human computer interactionsystem can be more user-friendly and more human-likewhen it considers the users gender. ... The databasePF01 has color face images of 103 Asian people, 53 menand 50 women, where -
https://mlg.eng.cam.ac.uk/people/ross-clarke/index.xml
https://mlg.eng.cam.ac.uk/people/ross-clarke/index.xml3 Jul 2024: Ross Clarke | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/ross-clarke/ Ross Clarke Wowchemy (https://wowchemy.com) en-us ... clarke/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg Ross Clarke https: -
https://mlg.eng.cam.ac.uk/people/umang-bhatt/index.xml
https://mlg.eng.cam.ac.uk/people/umang-bhatt/index.xml3 Jul 2024: Umang Bhatt | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/umang-bhatt/ Umang Bhatt Wowchemy (https://wowchemy.com) en-us ... bhatt/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg Umang Bhatt https:/ -
https://mlg.eng.cam.ac.uk/people/pingfan-song/index.xml
https://mlg.eng.cam.ac.uk/people/pingfan-song/index.xml3 Jul 2024: Pingfan Song | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/pingfan-song/ Pingfan Song Wowchemy (https://wowchemy.com) en-us ... song/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg Pingfan Song -
https://mlg.eng.cam.ac.uk/people/sukrit-singh/index.xml
https://mlg.eng.cam.ac.uk/people/sukrit-singh/index.xml3 Jul 2024: Sukrit Singh | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/sukrit-singh/ Sukrit Singh Wowchemy (https://wowchemy.com) en-us ... singh/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg Sukrit Singh -
https://mlg.eng.cam.ac.uk/people/austin-tripp/index.xml
https://mlg.eng.cam.ac.uk/people/austin-tripp/index.xml3 Jul 2024: Austin Tripp | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/austin-tripp/ Austin Tripp Wowchemy (https://wowchemy.com) en-us ... tripp/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg Austin Tripp -
https://mlg.eng.cam.ac.uk/people/talay-cheema/index.xml
https://mlg.eng.cam.ac.uk/people/talay-cheema/index.xml3 Jul 2024: Talay Cheema | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/talay-cheema/ Talay Cheema Wowchemy (https://wowchemy.com) en-us ... cheema/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg Talay Cheema -
https://mlg.eng.cam.ac.uk/people/will-tebbutt/index.xml
https://mlg.eng.cam.ac.uk/people/will-tebbutt/index.xml3 Jul 2024: Will Tebbutt | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/will-tebbutt/ Will Tebbutt Wowchemy (https://wowchemy.com) en-us ... tebbutt/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg Will Tebbutt -
https://mlg.eng.cam.ac.uk/people/david-krueger/index.xml
https://mlg.eng.cam.ac.uk/people/david-krueger/index.xml3 Jul 2024: David Krueger | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/david-krueger/ David Krueger Wowchemy (https://wowchemy.com) en-us ... krueger/avatar_hu3128432a4aecc10404635ffb236fbd74_10592_270x270_fill_q75_lanczos_center.jpg David -
https://mlg.eng.cam.ac.uk/people/adrian-weller/index.xml
https://mlg.eng.cam.ac.uk/people/adrian-weller/index.xml3 Jul 2024: Adrian Weller | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/adrian-weller/ Adrian Weller Wowchemy (https://wowchemy.com) en-us ... weller/avatar_hu936b098957ac1f23bf027c9137abf20b_821493_270x270_fill_q75_lanczos_center.jpg Adrian -
https://mlg.eng.cam.ac.uk/people/emile-mathieu/index.xml
https://mlg.eng.cam.ac.uk/people/emile-mathieu/index.xml3 Jul 2024: Emile Mathieu | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/emile-mathieu/ Emile Mathieu Wowchemy (https://wowchemy.com) en-us ... mathieu/avatar_hu88d22e5420f26be50a3c53f77354c3bf_83557_270x270_fill_q75_lanczos_center.jpg Emile -
https://mlg.eng.cam.ac.uk/people/elre-oldewage/index.xml
https://mlg.eng.cam.ac.uk/people/elre-oldewage/index.xml3 Jul 2024: Elre Oldewage | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/elre-oldewage/ Elre Oldewage Wowchemy (https://wowchemy.com) en-us ... oldewage/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg Elre -
https://mlg.eng.cam.ac.uk/people/john-bradshaw/index.xml
https://mlg.eng.cam.ac.uk/people/john-bradshaw/index.xml3 Jul 2024: John Bradshaw | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/john-bradshaw/ John Bradshaw Wowchemy (https://wowchemy.com) en-us ... bradshaw/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg John -
https://mlg.eng.cam.ac.uk/people/marton-havasi/index.xml
https://mlg.eng.cam.ac.uk/people/marton-havasi/index.xml3 Jul 2024: Marton Havasi | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/marton-havasi/ Marton Havasi Wowchemy (https://wowchemy.com) en-us ... havasi/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg Marton -
https://mlg.eng.cam.ac.uk/people/richard-turner/index.xml
https://mlg.eng.cam.ac.uk/people/richard-turner/index.xml3 Jul 2024: Richard Turner | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/richard-turner/ Richard Turner Wowchemy (https://wowchemy.com) en-us ... turner/avatar_hub2b797f7c34c27699b761d30b31a0d39_7882_270x270_fill_q75_lanczos_center.jpg Richard -
https://mlg.eng.cam.ac.uk/people/john-bronskill/index.xml
https://mlg.eng.cam.ac.uk/people/john-bronskill/index.xml3 Jul 2024: John Bronskill | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/john-bronskill/ John Bronskill Wowchemy (https://wowchemy.com) en-us ... bronskill/avatar_hu46fa08a1b7c19b59aff134fcde938bae_23546_270x270_fill_q75_lanczos_center.jpg John -
https://mlg.eng.cam.ac.uk/people/vihari-piratla/index.xml
https://mlg.eng.cam.ac.uk/people/vihari-piratla/index.xml3 Jul 2024: Vihari Piratla | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/vihari-piratla/ Vihari Piratla Wowchemy (https://wowchemy.com) en-us ... piratla/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg Vihari -
https://mlg.eng.cam.ac.uk/people/erik-daxberger/index.xml
https://mlg.eng.cam.ac.uk/people/erik-daxberger/index.xml3 Jul 2024: Erik Daxberger | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/erik-daxberger/ Erik Daxberger Wowchemy (https://wowchemy.com) en-us ... daxberger/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg Erik -
https://mlg.eng.cam.ac.uk/people/james-requeima/index.xml
https://mlg.eng.cam.ac.uk/people/james-requeima/index.xml3 Jul 2024: James Requeima | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/james-requeima/ James Requeima Wowchemy (https://wowchemy.com) en-us ... requeima/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg James -
https://mlg.eng.cam.ac.uk/people/javier-antoran/index.xml
https://mlg.eng.cam.ac.uk/people/javier-antoran/index.xml3 Jul 2024: Javier Antorán | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/javier-antoran/ Javier Antorán Wowchemy (https://wowchemy.com) en-us ... antoran/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg -
https://mlg.eng.cam.ac.uk/people/robert-pinsler/index.xml
https://mlg.eng.cam.ac.uk/people/robert-pinsler/index.xml3 Jul 2024: Robert Pinsler | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/robert-pinsler/ Robert Pinsler Wowchemy (https://wowchemy.com) en-us ... pinsler/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg Robert -
https://mlg.eng.cam.ac.uk/people/sebastian-ober/index.xml
https://mlg.eng.cam.ac.uk/people/sebastian-ober/index.xml3 Jul 2024: Sebastian Ober | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/sebastian-ober/ Sebastian Ober Wowchemy (https://wowchemy.com) en-us ... ober/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg Sebastian -
https://mlg.eng.cam.ac.uk/people/yen-chen-wu/index.xml
https://mlg.eng.cam.ac.uk/people/yen-chen-wu/index.xml3 Jul 2024: Yen-Chen Wu | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/yen-chen-wu/ Yen-Chen Wu Wowchemy (https://wowchemy.com) en-us ... uk/people/yen-chen-wu/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg Yen -
https://mlg.eng.cam.ac.uk/people/gergely-flamich/index.xml
https://mlg.eng.cam.ac.uk/people/gergely-flamich/index.xml3 Jul 2024: Gergely Flamich | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/gergely-flamich/ Gergely Flamich Wowchemy (https://wowchemy.com) en-us ... flamich/avatar_hu20274d48e5106bf20d14c3d4e9a3d7f6_20316_270x270_fill_q75_lanczos_center.jpg -
https://mlg.eng.cam.ac.uk/people/james-allingham/index.xml
https://mlg.eng.cam.ac.uk/people/james-allingham/index.xml3 Jul 2024: James Allingham | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/james-allingham/ James Allingham Wowchemy (https://wowchemy.com) en-us ... allingham/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg -
https://mlg.eng.cam.ac.uk/people/jonathan-gordon/index.xml
https://mlg.eng.cam.ac.uk/people/jonathan-gordon/index.xml3 Jul 2024: Jonathan Gordon | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/jonathan-gordon/ Jonathan Gordon Wowchemy (https://wowchemy.com) en-us ... gordon/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg -
https://mlg.eng.cam.ac.uk/people/vincent-stimper/index.xml
https://mlg.eng.cam.ac.uk/people/vincent-stimper/index.xml3 Jul 2024: Vincent Stimper | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/vincent-stimper/ Vincent Stimper Wowchemy (https://wowchemy.com) en-us ... stimper/avatar_hu13da98ca520f7772d3cf3e6b1ff9d231_990304_270x270_fill_q75_lanczos_center.jpg -
https://mlg.eng.cam.ac.uk/people/wessel-bruinsma/index.xml
https://mlg.eng.cam.ac.uk/people/wessel-bruinsma/index.xml3 Jul 2024: Wessel Bruinsma | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/wessel-bruinsma/ Wessel Bruinsma Wowchemy (https://wowchemy.com) en-us ... bruinsma/avatar_hudb6bc50a97ab0546c918a6d57ad6850b_35539_270x270_fill_q75_lanczos_center.jpg -
https://mlg.eng.cam.ac.uk/people/runa-eschenhagen/index.xml
https://mlg.eng.cam.ac.uk/people/runa-eschenhagen/index.xml3 Jul 2024: Runa Eschenhagen | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/runa-eschenhagen/ Runa Eschenhagen Wowchemy (https://wowchemy.com) en-us ... eschenhagen/avatar_hu2195af5dac3127881414423a9b181c7c_56843_270x270_fill_q75_lanczos_center.j -
https://mlg.eng.cam.ac.uk/people/ushnish-sengupta/index.xml
https://mlg.eng.cam.ac.uk/people/ushnish-sengupta/index.xml3 Jul 2024: Ushnish Sengupta | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/ushnish-sengupta/ Ushnish Sengupta Wowchemy (https://wowchemy.com) en-us ... sengupta/avatar_hu78f90294e5b28717599f1f572dc03768_5286_270x270_fill_q75_lanczos_center.jpg -
https://mlg.eng.cam.ac.uk/people/zoubin-ghahramani/index.xml
https://mlg.eng.cam.ac.uk/people/zoubin-ghahramani/index.xml3 Jul 2024: Zoubin Ghahramani | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/zoubin-ghahramani/ Zoubin Ghahramani Wowchemy (https://wowchemy.com) en-us ... ghahramani/avatar_hu4aca32fb139842869a4f17e67c77d1ff_7775_270x270_fill_q75_lanczos_center. -
https://mlg.eng.cam.ac.uk/people/alexander-terenin/index.xml
https://mlg.eng.cam.ac.uk/people/alexander-terenin/index.xml3 Jul 2024: Alexander Terenin | Cambridge Machine Learning Group https://mlg.eng.cam.ac.uk/people/alexander-terenin/ Alexander Terenin Wowchemy (https://wowchemy.com) en-us ... terenin/avatar_huf19433267248dc97fc0a745d0c4f7200_88159_270x270_fill_q75_lanczos_center.jp
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