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Approximations
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50 documents available in our comprehensive collection of Approximations resources. Find practical guides, tutorials, and documentation to enhance your knowledge.
Diffusion approximations (bssrdf.pdf)
2.28 MBEN 8 pages
The model combines an exact solution for single scattering with a dipole point source diffusion approximation for multiple scattering.
Bilateral Filter Approximation (Paris_06_Fast_Bilateral_Filter_MIT_TR.pdf)
23.78 MBEN 38 pages
The bilateral filter is a nonlinear filter that smoothes a signal while preserving strong edges, with applications in computer vision and graphics.
Exam 1 Approximations (ex1approximations.pdf)
4 KBEN 1 page
A (93-100), B (80-92), C (47-79), D (33-46), with an average of 55.7 and a range of 0-100. Online homework scores: A (90%+), B (80-89%), C (65-79%), D (55-64%).
Fréchet Derivative Approximation (paper6.pdf)
273 KBEN 16 pages
The Fréchet derivative of a matrix function f at A in the direction E can be approximated by Im f(A + ihE)/h for some suitably small h, which is a...
APPROXIMATION AND ERRORS ANS (APPROXIMATION-AND-ERRORS-ANS.pdf)
89 KBEN 2 pages
Error in length = 0.15, error in breadth = 0.18, error in perimeter = 0.81.
Polyhedral Outer Approximations with Application to Natural Language Parsing (icml2009.pdf)
256 KBEN 8 pages
It establishes risk bounds for max-margin learning with LP relaxed inference and proposes a new paradigm to penalize "time-consuming" hypotheses.
File 1 (Revised-ms_PSIJ_26410_v2.pdf)
310 KBEN 15 pages
A hydrodynamic model of flow in a bifurcating stream is presented, using the Boussinesq approximations and solving nonlinear equations analytically with
Structured Low-Rank Approximation with Missing Data (slra-ext.pdf)
82 KBEN 10 pages
Document en en
Deep Learning Density Functionals (MWS_MAR16-2015-008347.pdf)
16 KBEN 1 page
Density-functional theory is a formally exact description of a many-body quantum system in terms of its density; approximations to the universal density
Hypergrid Integration (177_main_paper.pdf)
1.32 MBEN 10 pages
High-dimensional discrete integration is approximated using random hashes. This method reduces the problem into separate discrete optimization problems, solvable by NP-oracles like SAT solvers. It achieves a 16-approximation for {0, 1}n domains.
Linguistic Models (195609-.pdf)
1.46 MBEN 12 pages
No finite-state Markov process can serve as an English grammar, and statistical approximations to English do not improve with increasing complexity
Cycle Transversals in Bounded Degree Graphs: Complexity and Approximation (1534-5918-2-PB.pdf)
661 KBEN 23 pages
Document en en
DeepONet (1910.03193.pdf)
740 KBEN 22 pages
DeepONet learns nonlinear operators for identifying differential equations based on the universal approximation theorem of operators, using two sub-networks: a...
Residual Algorithms (1995b.pdf)
249 KBEN 9 pages
Reinforcement learning algorithms guaranteed to converge with lookup tables can become unstable with function-approximation systems.
Dimension Chart - 640 641 (Dimension-Chart-640-641.pdf)
118 KBEN 4 pages
Dimension charts for fire-rated rolling counter doors, Models 640/641, provide approximations based on standard offerings, with options and clearances
Exciton Spectrum (0037_0047.pdf)
250 KBEN 10 pages
The theory of exciton spectrum in a semiconductor quantum nanotube with a hexagon cross is established using the effective mass approximation and rectangular...
Randomized Approximation Algorithm for Task Scheduling with Start Time Options (2003 Nov 14 - Daya Gaur.pdf)
37 KBEN 1 page
Document en en
Télécharger le fichier (EurasipSubmitted.pdf)
2.18 MBEN 22 pages
Impulsive noise has a significant impact on communication systems, and the Gaussian approximation is often inadequate.
Dimension Chart - 610 (Dimension-Chart-610.pdf)
92 KBEN 4 pages
Dimension charts for Model 610 rolling steel doors provide approximations based on standard offerings, with options for face-of-wall mounted and between jamb
Web Archive Capture PDF (357.5 kB) (Rogers01p91.pdf)
349 KBEN 6 pages
Researchers developed a geometric formulation of the stress field for interacting quantum systems within the local density approximation of density functional...
Stochastic Planning Inference (wu22a.pdf)
548 KBEN 12 pages
Stochastic planning is reduced to probabilistic inference in large discrete graphical models, requiring approximation schemes due to hardness of inference.
Full text (vuxuanha2002b.pdf)
242 KBEN 18 pages
Researchers propose approximation techniques for non-linear numerical constraint satisfaction problems (NCSPs) with a continuum of solutions, allowing for...
Holstein Model Dispersion (dcaholstein.pdf)
627 KBEN 16 pages
The dynamical cluster approximation (DCA) is applied to the 2D Holstein model to calculate electron and phonon dispersions, incorporating vertex and non-local...
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.
Link (01_Avalishvili_Mathematics.pdf)
483 KBEN 10 pages
Gia Avalishvili and Mariam Avalishvili investigate the approximation of a nonclassical model for thermoelastic bars by one-dimensional problems.
Worst-case to average-case reductions based on Gaussian measure (Gaussian.pdf)
522 KBEN 34 pages
We show that finding small solutions to random modular linear equations is at least as hard as approximating several lattice problems in the worst case within...
Understanding the formulas (04-squarecubeexpl.pdf)
289 KBEN 5 pages
The article discusses the mathematical explanation behind the success of two formulas proposed by Ali Ibrahim Hussen for approximating the square root and cube...
PDF (102204.pdf)
1.74 MBEN 17 pages
The relative distance in Frobenius norm of a real symmetric order-d tensor of rank-two to its best rank-one approximation is upper bounded by √1 − (1 −...
Download (470Kb) (COM_76_679_final.pdf)
470 KBEN 2 pages
The European Commission presented a proposal for a directive on the approximation of laws related to fruit jams, jellies, and marmalades, as well as chestnut...
MAX1165.pdf (MAX1165.pdf)
177 KBEN 15 pages
The MAX1165/MAX1166 are 16-bit, low-power, successive-approximation analog-to-digital converters (ADCs) with automatic power-down, factory-trimmed internal...
Central WENO Schemes (hj-sinum.pdf)
1.2 MBEN 31 pages
New third- and fifth-order Godunov-type central schemes are presented for approximating solutions of the Hamilton-Jacobi equation in multiple space dimensions,...
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[preprint] (1709.09966.pdf)
893 KBEN 18 pages
An optimization-based approach for the Tucker tensor approximation of parameter-dependent data tensors and solutions of tensor differential equations with low...
Download (1MB) (jgra51224.pdf)
1.21 MBEN 12 pages
An algorithm for approximating the L* invariant coordinate from the real-time tracing of one magnetic field line between mirror points is introduced, allowing...
Traffic Control Model (13_003.pdf)
1.03 MBEN 13 pages
Researchers propose a piecewise-affine (PWA) approximation of the nonlinear METANET traffic model to address computational issues in model-based predictive...
Algorithmic Methods: Optimal Group Assignment, MAX-SAT Approximation, and Task Scheduling (methods-exam19.pdf)
140 KBEN 1 page
**Question 1 (a):** Prove that an optimal solution exists where at most *n* groups have positive weights, ensuring each agent's demand is met.
**Question 1 (b):** Describe a polynomial-time algorithm to find the optimal solution value without constructing the...
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.
PDF (pap_71_4_4.pdf)
295 KBEN 31 pages
Researchers compared the Hartle-Thorne model of neutron stars with its Kerr approximation using the resonant switch model to match twin high-frequency...
Budget-Feasible Maximum Nash Social Welfare is Almost Envy-Free (0065.pdf)
185 KBEN 7 pages
This paper explores fairness in budget-constrained resource allocation, demonstrating that a solution maximizing Nash Social Welfare is almost envy-free with a 1/4 approximation, balancing individual utility and overall efficiency while adhering to budget constraints.
Automated Planning: Landmarks and Heuristics (ai38-handout4.pdf)
149 KBEN 6 pages
Automated planning focuses on generating sequences of actions to achieve a goal, utilizing landmarks—key elements required in every solution—to estimate solution costs based on unachieved landmarks. This chapter introduces delete relaxation, abstraction, and landmark heuristics...
Horaires Skattegården-Stallmästargården (037192__B__STOP__3130__2__20221211__20231209__f7b71acf-c3de-4350-b24c-1a48ce0610ae__00__.pdf)
83 KBFR 1 page
les horaires sont approximatifs, certaines dates sont exclues (23 déc - 5 jan, 13 fév - 17 fév, etc) et certaines arrêts ne sont pas effectués (Kambo - Ledet,...
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.
Laser Fundamentals (ISBN-3-540-44379-7.pdf)
725 KBEN 7 pages
It covers topics such as Maxwell's equations, homogeneous and isotropic linear dielectrics, plane and spherical waves, and the slowly varying envelope...
Furthest Neighbors Search (2016fast.pdf)
414 KBEN 14 pages
The authors present a novel strategy for approximate furthest neighbor search, called DrusillaSelect, which selects a candidate set using the data...
Mobile Localization (nlobserver-MCCA.pdf)
167 KBEN 7 pages
Mobile vehicle localization in unstructured environments is a nonlinear problem that can be solved using differential-geometric nonlinear system theory,...
this (focs07.pdf)
253 KBEN 9 pages
Researchers prove that three NP-hard problems - Sparsest Cut, Optimal Linear Arrangement, and precedence constrained scheduling problem 1|prec| P wjCj - have...
Numerical Cosmology (epjconf_quark2016_03015.pdf)
93 KBEN 6 pages
Numerical simulations in general relativity are considered with a cosmological ansatz for the metric to investigate the creation of the Universe in a...
![Preview of [PDF]](/images/pdf/2b/a0/66/2ba0663f-ed79-4671-b46e-c8628c4ac9fb.png)
[PDF] (tpaICDE18.pdf)
2.67 MBEN 12 pages
TPA is a fast, scalable, and accurate method for approximate random walk with restart (RWR) on large graphs, exploiting two properties: nodes close to a seed...
Data Broadcast Problem (KS03.pdf)
310 KBEN 30 pages
The Data Broadcast Problem is to find an infinite schedule to broadcast messages, minimizing a linear combination of average service time and broadcast cost,...
Monte Carlo Derivative Pricing with Partial Info in Marked DSPP (IJTAF-744-r-paper.pdf)
629 KBEN 35 pages
This working paper explores Monte Carlo derivative pricing in a class of doubly stochastic Poisson processes with marks, considering partial information.
Preview Abstract (MWS_DAMOP19-2019-000043.pdf)
15 KBEN 1 page
A deep minimum in the triply differential cross section (TDCS) for electron-helium ionization is attributed to a vortex in the velocity field associated with...
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