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  2. Self-screening tool for MPhil in Population Health Sciences…

    https://www.phs.masters.cam.ac.uk/files/2023/07/MPhil-PHS-PoB-Self-Screening-Answers-.pdf
    20 Jul 2023: log(a) log(b) b. log(a) – log(b). Correct Answers: (a) log(ab) (b) log(a/b) Think about how to add and subtract logarithms, and fundamental properties of logarithms. ... a. exp(a) x exp(b). b. exp(a) / exp(b) Correct Answers: (a) exp (a b) (b) exp (a -
  3. erice-top.dvi

    https://mlg.eng.cam.ac.uk/zoubin/papers/varintro.pdf
    27 Jan 2023: b) Adding a chord between nodes B and D renders the graph triangulated.functions. ... 14 MICHAEL I. JORDAN ET AL.A A. B B B B.
  4. NST2AS NATURAL SCIENCES TRIPOS Part II Mon 5 June ...

    https://www.ast.cam.ac.uk/files/media/2023_nst2as_papers_i-iv.pdf
    5 Dec 2023: Rtt =A′′. A+ 2. B′′. B. [5]. [You may use Rµν = ρΓρµν µΓρρν ΓτρνΓρµτ ΓτµνΓρρτ.]. ... B′. B+. (B′. B. )2],. determine the Ricci scalar. [3]. (c) A dust-like fluid with mass density ρ is at rest in the x, y, z
  5. Catalogues E-G

    https://numismatic-catalogues.fitzmuseum.cam.ac.uk/catalogues/salece-g
    31 Jan 2023: 51 GALLERY (J-B Forestier & Sonja Lambert), Brussels. Auction (on-line): {Large general}. ... 2013: no 54, 4 May. FILLON, B. – see ROLLIN & FEUARDENT for 25 Feb 1861.
  6. 13 Feb 2023: The ith column of X is X:,i or xi. We represent aninclusive range between a and b as a : b. ... a polynomial feature φ(x) = xai xbjxck for a,b,c Z+ to properties such as smoothness.
  7. Mich. 2023 ANALYSIS AND TOPOLOGY—EXAMPLES 4 PAR 1. Let ...

    https://www.dpmms.cam.ac.uk/study/IB/AnalysisandTopology/2023-2024/4.pdf
    24 Nov 2023: b) Define an equivalence relation on X Y by (x,y) (x′,y′) iff x = x′. ... D2f exists at (a,b). Show that f is differentiable at (a,b).
  8. 13 Feb 2023: ÐÑ Äê? ÐÑ 9<HQßÄÔõÇÉV ÿ ü åhýÿ ü åhý Z E6 _>@?ABXGRSBcN@Zu;,B]?AHïõê? ... q w,#]uÉC#],,}}v ,O k ,O ,O ¢ C,vÉí#XS,}}v < < S ,O qsÎSnStCÀq,} B < 1 n S B.
  9. chaptertr.dvi

    https://mlg.eng.cam.ac.uk/zoubin/papers/advmf.pdf
    27 Jan 2023: Q() is a produ t of Gamma densities Q(i) = G(i; a; bi)where a = a T2 , b = b 12gi, gi = PTt=1 y2ti Ui(diag() W 0)1U>i , ... J. Royal Statisti al So iety B, pages 157{224, 1988.[22 D.
  10. 26 Mar 2023: b) As above, but for a two-dimensional geometry ( 3). 10 % of T. ... b), (b) the height above the input point, h(0, t), scaled by L2 and (c) the aspectratio of the current γ (height over length) as functions of dimensionless time
  11. Bayesian Learning forData-Efficient Control Rowan McAllister…

    https://mlg.eng.cam.ac.uk/pub/pdf/Mca16.pdf
    13 Feb 2023: servable Markov Decision Process (POMDP) Astrom (1965); Sondik (1971). POMDPsuse a belief function b(x). ... The principle difference is the physical statex is exchanged for a belief b.
  12. Document 1

    https://www.jbs.cam.ac.uk/wp-content/uploads/2023/12/eprg-wp1315.pdf
    7 Dec 2023: 20. ‐15. ‐10. ‐5. 0. 5. 10. 15. 20. b c d e f. ... 3.168. 3.170. 3.172. 3.174. 3.176. a b c d e f.
  13. PDF - Designing Minimum Guaranteed Return Funds - working paper

    https://www.jbs.cam.ac.uk/wp-content/uploads/2020/08/wp0417.pdf
    9 Jul 2023: BT t t y s t ytT B B. tt t. ... 2. 0. T. T Tt s tt T. Bs t yT y tT B B.
  14. ISSN 2632-9611 RESURRECTING THE UK CORPORATE SECTOR ACCOUNTS Bill ...

    https://www.jbs.cam.ac.uk/wp-content/uploads/2023/05/cbrwp519.pdf
    9 Jul 2023: b b. n t b n t b n i t b n i t b n i t bb b i p i z i x. ... n t b n t b n t b n t b n t b n t bb B b B.
  15. Cover page Wind

    https://www.jbs.cam.ac.uk/wp-content/uploads/2023/12/eprg-wp1120.pdf
    6 Dec 2023: to 0, with the range [b;b] and the shortfall in contract is t, (so in the previous terminologyt = 1 y). ... If z is relative output, z = x 1; z 2 [b;b], then jzj is the absolute deviation fromthe expected output.
  16. PDF - Volatility-Induced Financial Growth - working paper

    https://www.jbs.cam.ac.uk/wp-content/uploads/2020/08/wp0410.pdf
    9 Jul 2023: d. %&' & ( )) #!$ ) , - -. - /. 98A099> 4 # 4 B 6$ C. 90A099> 6. , /- " B - % D C. ... 4/$ 6 G, B+ " #H - C. 9=A099> ( 4B , H , &$ 5C.
  17. Efficient Reinforcement Learning using Gaussian Processes

    https://mlg.eng.cam.ac.uk/pub/pdf/Dei10.pdf
    13 Feb 2023: For fixed t T , {b(t, )} is a collection of randomvariables (Åström, 2006). ... The colored dashed lines represent three sample functions from the GP priorand the GP posterior, Panel (a) and Panel (b), respectively.
  18. C O P i L cambridge occasional papers in ...

    https://www.mmll.cam.ac.uk/files/v15_bosch_3.pdf
    9 Jun 2023: b. B: ¿é?what. ‘What?’. c. A: ethat.qot. nonot. entiendounderstand.1sg. quéwhat. dicessay.2sg. ... b. B: ethat.qot. siif. t’acompanyocl.do=accompany.1sg. ato. Vic?Vic. ‘You’re asking if I’m coming to Vic with you?’.
  19. Crystallization Chemistry, Physics Target age group: Elementary…

    https://www.ccdc.cam.ac.uk/media/Web-Crystallization.pdf
    5 May 2023: m r b b s n c r w r e v a r c a e n e a. ... paper. b. placing the crystal on the print of this. paper or you data sheet.
  20. Copy of Christ's College Private Dining

    https://www.christs.cam.ac.uk/sites/default/files/inline-files/Gardens_Guide_Aug_23.pdf
    18 Aug 2023: We have B&B accommodation open over the Easter, Summer. and Winter periods (out of term time).
  21. WHEN CAN YOU TRUST FEATURE SELECTION? – II: ON ...

    www.damtp.cam.ac.uk/research/afha/anders/InitialSubmitFeatureSelectionProbabilistic.pdf
    18 Dec 2023: k1 andthat for some r (α1, 2k1) we have B(b, U, r). ... Moreover, Γ2 either fails on the whole of B(b, U, α1) or on another open set θ B(b, U, r).
  22. 500 Years of Maths at Queens' Old Library Exhibition ...

    https://www.queens.cam.ac.uk/files/downloads/qln_easter_2023.pdf
    16 May 2023: L 1 B B It. P R I M V S.
  23. thesis.dvi

    https://mlg.eng.cam.ac.uk/pub/pdf/Ras96b.pdf
    13 Feb 2023: B Conjugate gradients 121. B.1 Conjugate Gradients. 121. B.2 Line search. ... 122. B.3 Discussion. 125. vi Contents. Chapter 1. Introduction. The ability to learn relationships from examples is compelling and has attracted interest in.
  24. 6 Mar 2023: 2.2) Σ(C) = Γ(G,). // Σ(X). Σ(W) = ω = QR // Σ(B). ... stacks. We remind the reader that allproducts in this square are taken over B.
  25. Background material crib-sheet Iain Murray , October 2003 Here ...

    https://mlg.eng.cam.ac.uk/zoubin/course03/cribsheet.pdf
    27 Jan 2023: P (A = a|B = b) is the probability A = a occurs given the knowledge B = b. ... Note. a P (A = a, B = b|H) =. P (B = b|H) gives the normalising constant of proportionality.
  26. CC policy and gas EPRG Aug 06

    https://www.jbs.cam.ac.uk/wp-content/uploads/2023/12/eprg-wp0510.pdf
    5 Dec 2023: The actual demand for gas willbe set by the intersection of the supply of EUAs from the rest of the economy at point B. ... From(2), ds/dg > 0, so if the price of gas increases, the whole ESI demand schedule for EUAs movesup, as in Figure 9, and the
  27. Factorial Hidden Markov Models

    https://mlg.eng.cam.ac.uk/pub/pdf/GhaJor97a.pdf
    13 Feb 2023: We presenta forward–backward type recursion that implements the exact E step in Appendix B. ... 4 0. 6 0. 8 0. 1 0 0. S V A f H M M C F V A f H M M G i b b s f H
  28. 27 Jan 2023: 7fh)m=m5a Tm 5]RKSUTm TfTncrarX,a Ph)R;a PUbX,)P7PU[P_ b_c [fhcN[gUR;arXYs. ... þ 4¢Z,I/ m/Jº$)0 $ <Xº$455g»L,>/JDB«B: 0BD >)>/?¤ > 1)p9 GE Z>.
  29. 27 Jan 2023: $ B%TN=t:)'/"0& # H" 2#$# / #$0-'0'# N=#$&0+#$! ... JSc/-K>0iVA,90+#$'4 SR0'#$/4;O#$0; MÌ:V]HJ%'B%/# B%#$03Sc; Í V@ ]N& ' k#Jw;i# /> 4N& #j &0%#$@>!4>#$0He4%w%#9;&# />
  30. Unsupervised Learning∗ Zoubin Ghahramani† Gatsby Computational…

    https://mlg.eng.cam.ac.uk/zoubin/course04/ul.pdf
    27 Jan 2023: C. B. D. E. Figure 1: Three kinds of probabilistic graphical model: undirected graphs, factor graphs and directed graphs. ... P (A, B, C, D, E) = c g1(A, C)g2(B, C, D)g3(C, D, E) (28).
  31. Conference « syslog

    https://www.syslog.cl.cam.ac.uk/tag/conference/
    5 Nov 2023: The Worker/Wrapper transformation: Original program has type A, worker has type B, wrapper has type B -> A. ... Formally, given. f : A -> A, g : B -> B, abs : B -> A, rep : A -> B.
  32. Gaussian Process

    https://mlg.eng.cam.ac.uk/teaching/4f13/2122/gaussian%20process.pdf
    19 Nov 2023: b. ],[A B. B> C. ])= p(x|y) = N(a BC1(y b), ABC1B>),. ... For Gaussians:. p(fn, f<n) = N([ a. b. ],[A B. B> C. ])=.
  33. Gaussian Process

    https://mlg.eng.cam.ac.uk/teaching/4f13/1718/gaussian%20process.pdf
    19 Nov 2023: b. ],[A B. B> C. ])= p(x|y) = N(a BC1(y b), ABC1B>),. ... For Gaussians:. p(fn, f<n) = N([ a. b. ],[A B. B> C. ])=.
  34. - 4F13: Machine Learning

    https://mlg.eng.cam.ac.uk/teaching/4f13/0708/lect04.pdf
    19 Nov 2023: E(a) (b). Two types of nodes:• The circles in a factor graph. ... Z =aA. bB. cC. dD. eE. g1(A = a, C = c)g2(B = b, C = c, D = d)g3(C = c, D = d, E = e).
  35. 4F13 Machine Learning: Coursework #3: Latent Dirichlet Allocation…

    https://mlg.eng.cam.ac.uk/teaching/4f13/1415/cw/coursework3.pdf
    19 Nov 2023: How manydocuments, how many words and how many unique words are there in A, in B and in the union of Aand B? ... What is theper-word perplexity over all documents in B? f) 10% : What would the perplexity be for a uniform multinomial?
  36. Background material crib-sheet Iain Murray , October 2003 Here ...

    https://mlg.eng.cam.ac.uk/zoubin/ml06/cribsheet.pdf
    27 Jan 2023: P (A = a|B = b) is the probability A = a occurs given the knowledge B = b. ... Note. a P (A = a, B = b|H) =. P (B = b|H) gives the normalising constant of proportionality.
  37. ICFP 2014: Day 3 « syslog

    https://www.syslog.cl.cam.ac.uk/2014/09/03/icfp-2014-day-3/
    5 Nov 2023: Equality proofs a = b are identifications of a with b. ... Examples: id, treefoldl : a tree -> b -> (b -> a -> b) -> b.
  38. Visitors: Expense types and alerts | Expenses Hub

    https://www.expenses.admin.cam.ac.uk/visitors/visitors-expense-types-and-alerts
    13 Jul 2023: Hotel/B&B accommodation. Claiming mileage for travelling in your own car. This expense type should be used when claiming for individual meals purchased during the visit such as lunch.
  39. syslog

    https://www.syslog.cl.cam.ac.uk/page/2/
    5 Nov 2023: Automatic verification is not b/w. We can have semi-automatic verification: we can guide the verifier. ... Classic programming problem: in let x = a in b, we want to catch exceptions raised by a but not those raised by b.
  40. Rump kernels and {why,how} we got here

    https://www.syslog.cl.cam.ac.uk/feed/
    5 Nov 2023: Automatic verification is not b/w. We can have semi-automatic verification: we can guide the verifier.
  41. 1 Gonville & Caius College Cambridge College Regulations Readers…

    https://www.cai.cam.ac.uk/sites/default/files/college_regulations.pdf
    29 Sep 2023: 4) In deciding whether conduct has the effect referred to in subsection (1)(b),. ... each of the following must be taken into account—. (a) the perception of B;.
  42. zgl.dvi

    https://mlg.eng.cam.ac.uk/zoubin/papers/zgl.pdf
    27 Jan 2023: T _ b: _ b T. T _ b. T _ b is the entropy of the field at the individual unlabeled datapoint b. ... The gradient is computed as [ W! VK X j. T _ b_ b: _ b [ W (12)where the values. _
  43. THE UNIVERSITY CHILDCARE SUPPORT FUND – APPLICATION FORM 2023/24 ...

    https://www.childcare.admin.cam.ac.uk/files/childcare_support_fund_application_form_2023-2024.docx
    29 Sep 2023: THE UNIVERSITY CHILDCARE SUPPORT FUND – APPLICATION FORM 2023/24. 1. PERSONAL DETAILS. I am: (tick all that apply). Undergraduate. Graduate. Studying full-time. Studying part-time. For PhD graduates only – Number of weeks to submission: _________
  44. Prof. E. Pajer PQM 1 Michaelmas 2023 Principles of ...

    www.damtp.cam.ac.uk/user/examples/D18a.pdf
    4 Oct 2023: and interpret this result. Evaluate [X(t),P(t)]. 4. A Fermi oscillator has Hilbert space H = C2 and Hamiltonian H = BB, where B2 = 0 and. ... BB BB† = 1 (the anti commutator). Find the eigenvalues of H.
  45. PDF - Global Fund Management Using Stochastic Optimization - working…

    https://www.jbs.cam.ac.uk/wp-content/uploads/2020/08/wp0312.pdf
    9 Jul 2023: h9O>B0E}B VX"}Aj9"}ABH O}BWB;}AB9U}A O>pn9j9 nK}6>P >0 WlS>0N7h[B>B>O j6 >PB 0I9>kah W>P} e]mlO%2<$9 ... l. S>P}p-.}AOBWj9N WBV 9>B 9t B0,$ ( | }B fZeO 0oT}A>TP}7jEP}A0 7}ABWB E}A0 G A9We Z>0 B>B>>}AOp>9>B
  46. LNAI 3176 - Unsupervised Learning

    https://mlg.eng.cam.ac.uk/pub/pdf/Gha03a.pdf
    13 Feb 2023: Sum-ming out C leads to P (A, B) = P (A)P (B). ... c P (C|A = a, B = a)),and continue this procedure until all variables are assigned values.
  47. https://numismatic-catalogues.fitzmuseum.cam.ac.uk/txt/SALECE-G.txt

    https://numismatic-catalogues.fitzmuseum.cam.ac.uk/txt/SALECE-G.txt
    31 Jan 2023: 16 Apr; no 80[b] (lots 4000-4527, 19 Apr; E-auctions (print-outs) 2014: no 507, 6 Jun; no 508, 4 Jul; no 509, 1 Aug ----------------------------------- ENGELBERTS, E.M. --
  48. Scalable Gaussian Process Structured Prediction for Grid Factor Graph …

    https://mlg.eng.cam.ac.uk/pub/pdf/BraQuaNowGha14.pdf
    13 Feb 2023: b b b. b b b. b b. b ba1. a2. ... bb. b. b. ai. Figure 1. Left: Grid factor graph with a pairwise 4-connected fac-tor.
  49. PDF - Regulating financial conglomerates - working paper

    https://www.jbs.cam.ac.uk/wp-content/uploads/2020/08/wp0706.pdf
    9 Jul 2023: 0! FK F;% &! 9! & ) @! &! S! FK) ,! &! 9! ). 4! &! FB. πB -Bκ KG ζ B-B B. ... FB ZF B E B BGB B. Gζ! F- ZF B E B B R CK B.
  50. 13 Feb 2023: b) Conditional probability table. Figure 1.1: The sprinkler model. R stands for rain, S for sprinkler, and W for the lawn beingwet.
  51. - Machine Learning 4F13, Michaelmas 2015

    https://mlg.eng.cam.ac.uk/teaching/4f13/1516/lect0304.pdf
    19 Nov 2023: p(x, y) = N([ a. b. ],[A B. B> C. ])= p(x) = N(a, A),. ... b. ],[A B. B> C. ])= p(x|y) = N(a BC1(y b), ABC1B>),.

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