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01/30/2023
Integrating Earth Observation Data into Causal Inference: Challenges and Opportunities
Observational studies require adjustment for confounding factors that ar...
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07/06/2022
Computing elementary functions using multi-prime argument reduction
We describe an algorithm for arbitrary-precision computation of the elem...
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06/22/2022
Sharing pattern submodels for prediction with missing values
Missing values are unavoidable in many applications of machine learning ...
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06/13/2022
Image-based Treatment Effect Heterogeneity
Randomized controlled trials (RCTs) are considered the gold standard for...
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06/13/2022
Estimating Causal Effects Under Image Confounding Bias with an Application to Poverty in Africa
Observational studies of causal effects require adjustment for confoundi...
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12/27/2021
Using satellites and artificial intelligence to measure health and material-living standards in India
The application of deep learning methods to survey human development in ...
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10/20/2021
Rapid computation of special values of Dirichlet L-functions
We consider computing the Riemann zeta function ζ(s) and Dirichlet L-fun...
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09/17/2021
Arbitrary-precision computation of the gamma function
We discuss the best methods available for computing the gamma function Γ...
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11/25/2020
On a fast and nearly division-free algorithm for the characteristic polynomial
We review the Preparata-Sarwate algorithm, a simple O(n^3.5) method for ...
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11/03/2020
Calcium: computing in exact real and complex fields
Calcium is a C library for real and complex numbers in a form suitable f...
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03/13/2020
FunGrim: a symbolic library for special functions
We present the Mathematical Functions Grimoire (FunGrim), a website and ...
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01/14/2019
Faster arbitrary-precision dot product and matrix multiplication
We present algorithms for real and complex dot product and matrix multip...
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06/18/2018
Numerical Evaluation of Elliptic Functions, Elliptic Integrals and Modular Forms
We describe algorithms to compute elliptic functions and their relatives...
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05/31/2018
Evaluating Reinforcement Learning Algorithms in Observational Health Settings
Much attention has been devoted recently to the development of machine l...
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04/05/2018
Computing Stieltjes constants using complex integration
The Stieltjes constants γ_n are the coefficients appearing in the Lauren...
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02/22/2018
Numerical integration in arbitrary-precision ball arithmetic
We present an implementation of arbitrary-precision numerical integratio...
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02/12/2018
Fast and rigorous arbitrary-precision computation of Gauss-Legendre quadrature nodes and weights
We describe a strategy for rigorous arbitrary-precision evaluation of Le...
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05/17/2017
Nemo/Hecke: Computer Algebra and Number Theory Packages for the Julia Programming Language
We introduce two new packages, Nemo and Hecke, written in the Julia prog...
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05/09/2017
Computing the Lambert W function in arbitrary-precision complex interval arithmetic
We describe an algorithm to evaluate all the complex branches of the Lam...
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11/09/2016
Arb: Efficient Arbitrary-Precision Midpoint-Radius Interval Arithmetic
Arb is a C library for arbitrary-precision interval arithmetic using the...
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06/22/2016
