In this paper, we present ARIEL -- a novel iterative message-passing scheme for approximate inference in LCNs. (ijcai.org)
In this lecture we consider the case where it is not possible to pursue exact inference for model parameters , nor it is possible to approximate the likelihood function of within a given computational budget and available time. (lu.se)
If a complex model is the one I want to use to answer the right question, then I prefer to obtain an approximative answer using approximate inference, than fooling myself with a simpler model using exact inference. (lu.se)
Algorithm3
This clause lets you specify the type of algorithm this function uses to calculate the approximate median value. (oracle.com)
We describe a simple recursive DP algorithm, which we call Approximate Quantiles (AQ), for this task. (mlr.press)
In this paper, a PP-based geometrical approximated Principal Component Analysis algorithm (gaPCA) for hyperspectral image analysis is implemented and assessed on multi-core Central Processing Units (CPUs), Graphics Processing Units (GPUs) and multi-core CPUs using Single Instruction, Multiple Data (SIMD) AVX2 (Advanced Vector eXtensions) intrinsics, which provide significant improvements in performance and energy usage over the single-core implementation. (tudelft.nl)
19943
Approximate continuity at Encyclopedia of Mathematics Approximate derivative at Encyclopedia of Mathematics Approximate differentiability at Encyclopedia of Mathematics Bruckner, Andrew (1994), Differentiation of real functions (Second ed. (wikipedia.org)
GitMate.io thinks possibly related issues are #1994 (Supporting arrays for approx), #3312 (pytest.approx doesn't support comparison between arrays and scalars), #3449 (pytest.approx gives wrong result when compared with numpy types), #213 (Issue with numpy arrays and pytest.mark.parametrize), and #1965 (Pytest 3.0.2 memory leak with pytest.raises). (github.com)
Production data from 1984 to 1994 indicate that the production of benzene increased by about 4% annually (C&EN 1995). (cdc.gov)
Computation1
In this paper, we consider general utility functions and investigate efficient computation of approximately optimal routing policies, where the goal is to maximize the expected utility of arriving at a destination around a given deadline. (aaai.org)
Scalar1
In particular, if a is a scalar and f and g are functions, the following equations are true if values on the right-hand side are well-defined (that is the approximate limits exist and in the last equation the approximate limit of g is non-zero. (wikipedia.org)
Median3
specify the expression for which the approximate median value is being calculated. (oracle.com)
then this function calculates a deterministic approximate median value. (oracle.com)
Median gross pay for non-student employees was approximately $51,500. (dailynexus.com)
Calculation1
By his calculation, cats kill approximately 50 million birds each year in Germany alone. (youdao.com)
Statistical1
As a further application, we consider approximate learning of DNF formulas and we derive close upper and lower bounds on the number of statistical queries needed. (hu-berlin.de)
20231
Lake Charles, LA (KPLC) - ASAP has notified the state of Louisiana that the company plans on laying off approximately 100 employees in Lafayette at the start of 2023. (kplctv.com)
Approaches1
If f is function of only one real variable and the difference quotient f ( x 0 + h ) − f ( x 0 ) h {\displaystyle {\frac {f(x_{0}+h)-f(x_{0})}{h}}} has an approximate limit as h approaches zero we say that f has an approximate derivative at x0. (wikipedia.org)
Abstract1
article{cf863056-c682-473f-898d-3f1ccbf73cdd, abstract = {{Relativistic projectile fragmentation of Pb-208 has been used to produce isomers in neutron-rich, A approximate to 190 nuclides. (lu.se)
20173
UC Santa Barbara's payroll in 2017 totaled approximately $500 million distributed to 17,174 student and non-student employees, according to data recently released by University of California Office of the President. (dailynexus.com)
Mora received approximately $3.7 million in 2017, and Alford received approximately $2.7 million that year. (dailynexus.com)
Daniel Dykes, a former head coach at UC Berkeley, received approximately $1.9 million in 2017 and was the eighth most-paid employee that year. (dailynexus.com)
Variation1
But Cochrane finds that cash flow variation accounts for approximately zero percent of market variation. (youdao.com)
Placement agent fees2
The aggregate gross proceeds from the Offering are expected to be approximately $9.4 million before deducting placement agent fees and other estimated offering expenses. (fox59.com)
The gross proceeds to Can-Fite from the exercise of the warrants are expected to be approximately $3.0 million, prior to deducting placement agent fees and offering expenses. (fox40.com)
Million4
REDWOOD CITY, Calif.--( BUSINESS WIRE )--Impossible Foods confirmed today that it has secured approximately $500 million in its latest funding round, led by new investor Mirae Asset Global Investments, with participation from existing investors including Khosla Ventures, Horizons Ventures, and Temasek. (businesswire.com)
They did about two or three events up there and they raised approximately a million dollars. (youdao.com)
Consumers in the United States buy approximately 450 million pairs of jeans every year. (youdao.com)
Imports of benzene (from mineral fuels and pure benzene) into the United States were approximately 5,252 million L (10,176 million pounds) in 2004, 6,024 million L (11,672 million pounds) in 2003, and 5,912 million L (11,455 million pounds) in 2002 (USITC 2005). (cdc.gov)
Functions1
In mathematics, the approximate limit is a generalization of the ordinary limit for real-valued functions of several real variables. (wikipedia.org)
Weight2
Approximately 30 percent of the cottonseed's weight is in the hull, or outer covering. (youdao.com)
My wife, makes approximately 160% more than I do, with a salary in three figures. (youdao.com)
Times2
The following table provides approximate times for Run-time Reset Sequence-TX + RX . (intel.com)
That figure is approximately five times what the nation spent to fight terrorism the previous year. (youdao.com)
Paper1
This paper presents a novel approach for verifying SZK properties, using recently developed techniques based on approximate simulation relations. (iacr.org)
Result1
As a result, BLS adds approximately 50, 000 jobs per month to the Establishment Survey report. (youdao.com)
Families1
Nanga Vhuthilo provides food and essential services to more than 100 families and approximately 230 children. (youdao.com)
Division2
The UK division, which accounts for approximately 14 percent of total company sales, reported weak results. (youdao.com)
Maybe one shouldn't think about that as an approximate division, but rather as an approximate fraction. (gmplib.org)
Model1
is an approximate inverse distribution function that assumes a continuous distribution model. (oracle.com)
Market2
On May 12, FDA issued marketing denial orders (MDOs) to 10 companies , which collectively manufacture and market approximately 6,500 flavored e-liquid and e-cigarette products. (fda.gov)
Salaries for tenured and tenure-track employees across the UC system are below market by approximately 12 percent, according to a 2014 report from University of California Office of the President (UCOP). (dailynexus.com)
General3
With a focus on efficient algorithms, we ask how well we can approximate the optimal policies for the difficult case of general utility models of risk. (aaai.org)
BioWare is laying off "approximately" 50 people, according to an announcement from the studio's general manager , Gary McKay. (theverge.com)
We extend the notion of general dimension, a combinatorial characterization of learning complexity for arbitrary query protocols, to encompass approximate learning. (hu-berlin.de)
Product1
It also turns out that the usual rules for the derivative of a sum, difference, product and quotient have straightforward generalizations to the approximate derivative. (wikipedia.org)
Early1
ARKANSAS (KNWA/KFTA) - Arkansas prison officials have approved the early release of approximately 800 inmates as a safety measure because of the new coronavirus pandemic, Wednesday, May 13. (nwahomepage.com)
Employees2
Approximately 3.9 percent of all non-student UCSB employees, or 259 non-students, received more than $200,000 that year. (dailynexus.com)
Approximately 66.7 percent of undergraduate and graduate student employees at UCSB earned less than $5000, and approximately 79.9 percent earned less than $10,000, according to the data. (dailynexus.com)
Approximately 100,000 individual chemicals have been registered for commercial use in the United States over the past 30 years. (researchgate.net)
RATE1
Compare this combined rate of approximately 10% annually to what you would pay other lenders. (youdao.com)
Percent1
Government spending this year is estimated to decline by approximately 2.0 percent in real dollars. (youdao.com)
Half1
These deadly strains cause death in approximately half of the patients diagnosed with them. (youdao.com)
Year1
The Dutch-designed devices keep approximately 10, 000 gallons of urine off the streets a year. (youdao.com)
Search1
Edit distance similarity search, also called approximate pattern matching, is a fundamental problem with widespread database applications. (dagstuhl.de)
Products1
Today's decision to deny approximately 6,500 products was based on the lack of scientific evidence provided in the applications. (fda.gov)
Feet1
We've also laid approximately 217, 000 feet of protective boom, and there are more on the way. (youdao.com)
Total1
1978 and 1981, catalytic reformats accounted for approximately 44-50% of the total U.S. benzene production (Fishbein 1988). (cdc.gov)
Production1
The expansion would bring the mine to production of approximately 830, 000 ounces of gold annually. (youdao.com)
Exact1
Far better an approximate answer to the right question, which is often vague, than an exact answer to the wrong question, which can always be made precise. (lu.se)