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Approximations Example

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11 documents available in our comprehensive collection of Approximations Example resources. Find practical guides, tutorials, and documentation to enhance your knowledge.

Preview of Distortion Estimates
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Distortion Estimates (496_main_paper.pdf)

760 KBEN 10 pages
Distortion estimates for approximate Bayesian inference are crucial for evaluating posterior approximation schemes. A "distortion map" is estimated to adjust univariate marginals of the approximate posterior. This approach provides graphical diagnostics at the observed data.
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Preview of Mark Scheme
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Mark Scheme (9709_w17_ms_61.pdf)

259 KBbrowstEN 11 pages
It outlines the marking guidelines for the exam, including the types of marks awarded (M, A, and B), and provides examples of how marks are allocated for
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Preview of Optimizing Functionals on the Space of Probabilities with Input Convex Neural Networks
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Optimizing Functionals on the Space of Probabilities with Input Convex Neural Networks (2106.00774.pdf)

5.64 MBEN 32 pages
Gradient flows are used to optimize functionals in probability spaces with the Wasserstein metric. A typical approach involves the Jordan-Kinderlehrer-Otto scheme, but this is challenging in high dimensions. We propose using input-convex neural networks to approximate the scheme.
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Preview of Irrationality Exponents
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Irrationality Exponents (CahenV5.pdf)

185 KBEN 19 pages
The irrationality exponent of numbers related to Cahen's constant is estimated using lower and upper bounds for the irrationality exponent of general continued...
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pdf (cmame20081.pdf)

613 KBEN 15 pages
The assumed enhanced strain (AES) and extended finite element methods are two techniques used to enhance finite element interpolation, particularly for...
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Preview of Power Maths UKS2 Calculation Policy.pdf
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Power Maths UKS2 Calculation Policy.pdf (power-maths-uks2-calculation-policy.pdf)

2.33 MBGlen DennyEN 25 pages
St Patricks Catholic Primary School's Power Maths calculation policy for upper Key Stage 2 focuses on building fluency, accuracy, and flexibility in the four...
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Preview of Download
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Download (Susanto_Phys_Let_A_2019.pdf)

619 KBRahmi RusinEN 7 pages
The Ablowitz-Musslimani nonlinear Schrödinger equation is studied, which is a nonlocal nonlinear Schrödinger equation with parity-time (PT) symmetric...
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Preview of http://www.dcs.warwick.ac.uk/~czumaj/PUBLICATIONS/DRAFTS/Sublinear-time-Survey-BEATCS.pdf
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http://www.dcs.warwick.ac.uk/~czumaj/PUBLICATIONS/DRAFTS/Sublinear-time-Survey-BEATCS.pdf (Sublinear-time-Survey-BEATCS.pdf)

234 KBEN 22 pages
Sublinear-time algorithms are a rapidly emerging area of computer science, driven by the need to manage and analyze massive data sets.
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Preview of Proving Bounds
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Proving Bounds (IRIT-RR-2014-09-FR.pdf)

310 KBEN 32 pages
Proving tight bounds on univariate expressions in Coq. A tactic for the Coq proof assistant is presented to automatically prove bounds. Formal proof of numerical bounds on approximation errors is achieved.
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Preview of RStan Package
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RStan Package (rstan.pdf)

330 KBJiqiang Guo; Jonah Gabry; Ben Goodrich; Andrew Johnson; Sebastian Weber; Hamada S. BadrEN 82 pages
R package 'rstan' provides interface to Stan, a probabilistic programming language. It enables Bayesian statistical inference via Markov Chain Monte Carlo and other methods. Version 2.32.7 is available.
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Preview of Sunflower Crop Quality 2020/21 – Summary of results
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Sunflower Crop Quality 2020/21 – Summary of results (SF-2020-2021-pg-18-22-1.pdf)

940 KBEN 5 pages
The 2020/21 South African sunflower crop quality survey shows 83% of samples graded as top-quality FH1, with most downgrades due to screening and foreign matter percentages exceeding limits. This is consistent with recent seasons but higher than previous years.
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