Construction of rational points on elliptic curves over finite fields

A Shallue, CE van de Woestijne - … , ANTS-VII, Berlin, Germany, July 23-28 …, 2006 - Springer
We give a deterministic polynomial-time algorithm that computes a nontrivial rational point
on an elliptic curve over a finite field, given a Weierstrass equation for the curve. For this, we …

Family medicine in Cuba: community-oriented primary care and complementary and alternative medicine

…, L Brebrick, D Murray, A Shallue… - The Journal of the …, 2005 - Am Board Family Med
Family physicians in Cuba and the United States operate within very different health systems.
Cuba’s health system is notable for achieving developed country health outcomes despite …

An improved multi-set algorithm for the dense subset sum problem

A Shallue - … Number Theory: 8th International Symposium, ANTS …, 2008 - Springer
Given sets L 1 , ..., L k of elements from , the k-set birthday problem is to find an element
from each list such that their sum is 0 modulo m. We give a new analysis of the algorithm in [16], …

Constructing Carmichael numbers through improved subset-product algorithms

J Grantham, S Hayman, A Shallue - Mathematics of Computation, 2014 - ams.org
We have constructed a Carmichael number with 10,333,229,505 prime factors, and have
also constructed Carmichael numbers with $ k $ prime factors for every $ k $ between 3 and …

Identifying exoplanets with deep learning: A five-planet resonant chain around kepler-80 and an eighth planet around kepler-90

CJ Shallue, A Vanderburg - The Astronomical Journal, 2018 - iopscience.iop.org
NASA's Kepler Space Telescope was designed to determine the frequency of Earth-sized
planets orbiting Sun-like stars, but these planets are on the very edge of the mission's …

Reconstructing cosmological initial conditions from late-time structure with convolutional neural networks

CJ Shallue, DJ Eisenstein - Monthly Notices of the Royal …, 2023 - academic.oup.com
We present a method to reconstruct the initial linear-regime matter density field from the late-time
non-linearly evolved density field in which we channel the output of standard first-order …

Fast tabulation of challenge pseudoprimes

A Shallue, J Webster - The Open Book Series, 2019 - msp.org
We provide a new algorithm for tabulating composite numbers which are pseudoprimes to
both a Fermat test and a Lucas test. Our algorithm is optimized for parameter choices that …

Imbalance of the renin–angiotensin system may contribute to inflammation and fibrosis in IBD: a novel therapeutic target?

M Garg, SG Royce, C Tikellis, C Shallue, D Batu… - Gut, 2020 - gut.bmj.com
Objective We evaluated the influence of the renin–angiotensin system (RAS) on intestinal
inflammation and fibrosis. Design Cultured human colonic myofibroblast proliferation and …

Which algorithmic choices matter at which batch sizes? insights from a noisy quadratic model

…, S Sachdeva, G Dahl, C Shallue… - Advances in neural …, 2019 - proceedings.neurips.cc
Increasing the batch size is a popular way to speed up neural network training, but beyond
some critical batch size, larger batch sizes yield diminishing returns. In this work, we study …

Identifying exoplanets with deep learning. ii. two new super-earths uncovered by a neural network in k2 data

A Dattilo, A Vanderburg, CJ Shallue… - The Astronomical …, 2019 - iopscience.iop.org
For years, scientists have used data from NASA's Kepler Space Telescope to look for and
discover thousands of transiting exoplanets. In its extended K2 mission, Kepler observed stars …