no code implementations • 22 Sep 2023 • Thomas Hasenzagl, Luis Perez
In particular, the aggregate markup has gone up from 10% of price over marginal cost in 1970 to 23% in 2020, and aggregate returns to scale have risen from 1. 00 to 1. 13.
no code implementations • 25 Aug 2021 • Austin Derrow-Pinion, Jennifer She, David Wong, Oliver Lange, Todd Hester, Luis Perez, Marc Nunkesser, Seongjae Lee, Xueying Guo, Brett Wiltshire, Peter W. Battaglia, Vishal Gupta, Ang Li, Zhongwen Xu, Alvaro Sanchez-Gonzalez, Yujia Li, Petar Veličković
Travel-time prediction constitutes a task of high importance in transportation networks, with web mapping services like Google Maps regularly serving vast quantities of travel time queries from users and enterprises alike.
1 code implementation • 21 Feb 2021 • Luis Perez
In this paper, we explore and compare multiple algorithms for solving the complex strategy game of Terra Mystica, hereafter abbreviated as TM.
1 code implementation • 21 Feb 2021 • Luis Perez, Lizi Ottens, Sudharshan Viswanathan
Specifically, we propose an end-to-end machine learning model for code generation in the Python language built on-top of pre-trained language models.
1 code implementation • 13 Dec 2017 • Luis Perez, Jason Wang
In this paper, we explore and compare multiple solutions to the problem of data augmentation in image classification.
1 code implementation • 11 Dec 2017 • Luis Perez
In this paper, we tackle the real-world problem of predicting Yelp star-review rating based on business features (such as images, descriptions), user features (average previous ratings), and, of particular interest, network properties (which businesses has a user rated before).