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A Unified Approach to Quantifying Algorithmic Unfairness: Measuring…
https://mlg.eng.cam.ac.uk/adrian/KDD2018_inequality_indices.pdf16 May 2024: More precisely,let b′ = ⟨b, ,b⟩ Rnk0 be a k-replication of b. ... That is, forany b R0, I(b,b, ,b) = 0. In addition to the above four principles satisfied by many in-equality indices, we also focus on the following property whichis -
Vacancies, appointments, etc. - Cambridge University Reporter 6742
https://www.reporter.admin.cam.ac.uk/reporter/2023-24/weekly/6742/section2.shtml22 May 2024: Election. Professor Paul Lehner, DAR, FRS, F.Med.Sci., B.Sc., M.B.B.S., UCL, Ph.D., University of Wales, Professor of Immunology and Medicine, Department of Medicine, elected Sheila ... Appointments. University Associate Professor (Grade 10). Engineering -
Exhibition opens in celebration of College's 70th anniversary |…
https://www.murrayedwards.cam.ac.uk/news/exhibition-opens-celebration-colleges-70th-anniversary17 May 2024: Seventy years ago, our College opened as the third foundation for women at the University of Cambridge, on a shoestring and in a borrowed building with just 16 students.  Crammed into a house -
Conditions Beyond Treewidth for Tightness of Higher-order LP…
https://mlg.eng.cam.ac.uk/adrian/conditions.pdf16 May 2024: Let P ={x Rm|Ax b} be a polytope for some A =[a1,. ... ak]. > Rkm, b Rk (for some k N). Thenfor v Ext(P), we have. -
Seminar 22 May 2024
https://www.clarehall.cam.ac.uk/wp-content/uploads/2024/05/Seminar-22-May-2024.pdf16 May 2024: See Gu Biao, in Huangshi yishu kao 1893, 1b. 2. [ H S 欽; WYS 奧; PK 曰]若[ H S 順]稽古2帝堯3。曰放勛/!/勳4。欽明5文思安安6。允恭7克讓8。光9[ O Y , B G , ... For the rhymes in this paragraph (marked with an asterick), they are -
Understanding the Bethe Approximation: When and How can it ...
https://mlg.eng.cam.ac.uk/adrian/abc.pdf16 May 2024: ergy. ES. B. (a) W = 1. 0 0.5 10.8. 0.6. ... B. (b) W = 1.38. 0 0.5 10.4. 0.3. 0.2. 0.1. -
Unifying Orthogonal Monte Carlo Methods
https://mlg.eng.cam.ac.uk/adrian/ICML2019-unified.pdf16 May 2024: Let B be a set satisfying diam(B) B for someuniversal constant B that does not depend on d (B mightbe for instance a unit sphere). ... Gretton, A., Borgwardt, K. M., Rasch, M. J., Schölkopf, B.,and Smola, A. -
Gebski-0394-Book-Frontmatter.indd
https://api-thoth-arch.lib.cam.ac.uk/server/api/core/bitstreams/f6ffae6e-431a-4922-b2a0-01e4fab8724b/content16 May 2024: ʔ b j d h w z ḥ ṭ y k l m n. -
Cambridge University Reporter No 6742, Wednesday 22 May 2024, Vol…
https://www.reporter.admin.cam.ac.uk/reporter/2023-24/weekly/6742/6742-public.pdf22 May 2024: Election. Professor Paul Lehner, DAR, FRS, F.Med.Sci., B.Sc., M.B.B.S., UCL, Ph.D., University of Wales, Professor of Immunology and Medicine, Department of Medicine, elected Sheila ... Giulia Maltagliati, B.A., M.A., Pisa, Ph.D., Royal Holloway, -
Tightness of LP Relaxations for Almost Balanced Models Adrian ...
https://mlg.eng.cam.ac.uk/adrian/tricam.pdf16 May 2024: Partition thevariable indices into two subsets, A [n] = {1,. ,n}and B = [n] A. ... Proof B. We provide an alternative derivation which essen-tially incorporates the flipping into the proof. -
The Anglo-Scottish Ballad and its Imaginary Contexts
https://api-thoth-arch.lib.cam.ac.uk/server/api/core/bitstreams/a0b61764-4493-4bbf-b6dc-edb0a3100fbc/content16 May 2024: The Anglo-Scottish Ballad and its Imaginary Contexts. DAVID ATKINSON. T H E A N G L O -S C O T T I S H B A L L A ... 4 The Anglo-Scottish Ballad. collected by George B. Gardiner in Hampshire in the first decade of the twentieth century are similar to -
Adversarial Graph Embeddings for Fair Influence Maximization over…
https://mlg.eng.cam.ac.uk/adrian/IJCAI20_AdversarialGraphEmbeddings.pdf16 May 2024: distributions of nodes from A and B in the embedding space(to have |UA||A|. ... Group AGroup BGroup AGroup B. (b) The fractions of influencednodes in the two groups. -
Directed and Undirected Graphical Models
https://mlg.eng.cam.ac.uk/adrian/2018-MLSALT4-AW1-models.pdf16 May 2024: Z. (b). X. Y. Z. 12 / 26. D-separation (“directed separation”) in Bayesian networks. ... over A,B,C :. p(D) =a,b,c. p(A = a,B = b,C = c,D). 28 / 26. -
Junction Tree, BP and Variational Methods
https://mlg.eng.cam.ac.uk/adrian/2018-MLSALT4-AW3-approx.pdf16 May 2024: over A,B,C :. p(D) =. a,b,c. p(A = a,B = b,C = c,D). 8 / 32. ... c. b. a. p(D | c)p(c | b)p(b | a)p(a). -
Blind Justice: Fairness with Encrypted Sensitive Attributes
https://mlg.eng.cam.ac.uk/adrian/ICML18-BlindJustice.pdf16 May 2024: Wethen multiply the sum by b/n > 2m. As long as b, b/n(and thus also n/b) can be represented with sufficient preci-sion, which is the case in ... Details about parameters and thealgorithm can be found in Section B in the appendix. -
Methods for Inference in Graphical Models
https://mlg.eng.cam.ac.uk/adrian/phd_FINAL.pdf16 May 2024: 142. B.2.3 Some frustrated K4 structures (treewidth 3). 145. B.3 Discussion. ... i,j) E and a,b B, which we term the edge or pairwise potentials. -
Bethe and Related Pairwise Entropy Approximations Adrian…
https://mlg.eng.cam.ac.uk/adrian/Weller_UAI15_BetheAndRelated.pdf16 May 2024: D. Schlesinger and B. Flach. Transforming an arbitrary minsumproblem into a binary one. ... a,b B = {0,1}.Note that a third ‘dimension’ restricted to the value 1 has been added for notational convenience.
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