NYU Center for Data Science

AUGUST 2, 2023

He received his PhD in Electrical Engineering from Stanford University, completing a dissertation on the “ Approximate message passing algorithms for compressed sensing.” Prior to his work at Columbia, Arian was a postdoctoral scholar at Rice University. He has taught various calculus and statistics courses from PhD to BSc levels.

Cross Validation 84

Cross Validation Machine Learning Machine Learning Artificial Intelligence 84

ODSC - Open Data Science

OCTOBER 24, 2023

Then, how to essentially eliminate training, thus speeding up algorithms by several orders of magnitude? My NoGAN algorithm, probably for the first time, comes with the full multivariate KS distance to evaluate results. There are two aspects to this problem of synthesizing data. It is adjusted for dimension.

Data Science 98

Data Science Cross Validation Algorithm Machine Learning 98

Flipboard

FEBRUARY 2, 2023

Models were trained and cross-validated on the 2018, 2019, and 2020 seasons and tested on the 2021 season. To avoid leakage during cross-validation, we grouped all plays from the same game into the same fold. For more information on how to use GluonTS SBP, see the following demo notebook.

Cross Validation 93

Cross Validation ML ML Machine Learning 93

DataRobot

DECEMBER 20, 2021

it’s possible to build a robust image recognition algorithm with high accuracy. In 2020, our team launched DataRobot Visual AI. Just like for any other project, DataRobot will generate training pipelines and models with validation and cross-validation scores and rate them based on performance metrics.

Clustering 97

Clustering Deep Learning Deep Learning Exploratory Data Analysis 97

DrivenData Labs

JUNE 19, 2023

The challenge ¶ The objective of the VisioMel Challenge was to explore the feasibility of an algorithm that can predict the recurrence of melanomas diagnosed at a localized stage. The results already show that the algorithms are at least on par with the traditional prognostic factors.

Deep Learning 130

Deep Learning Deep Learning Cross Validation Algorithm 130

Mlearning.ai

JANUARY 31, 2023

Control algorithm. It provides an out-of-the-box implementation of Madgwick’s filter , an algorithm that fuses angular velocities (from the gyroscope) and linear accelerations (from the accelerometer) to compute an orientation wrt the Earth’s magnetic field. Depending on the context, this assumption may be too optimistic.

Clustering 52

Clustering Algorithm Machine Learning Machine Learning 52

AWS Machine Learning Blog

FEBRUARY 10, 2023

For a given frame, our features are inspired by the 2020 Big Data Bowl Kaggle Zoo solution ( Gordeev et al. ): we construct an image for each time step with the defensive players at the rows and offensive players at the columns. This is achieved through the Guided GradCAM algorithm ( Ramprasaath et al. ). probability.

ML 65

ML ML Machine Learning Machine Learning 65