Álex Hernández-García

ÁH

Statistics

Publications

Citations

208

H-Index

Active since

2018

Affiliations

Mila - Quebec Artificial Intelligence Institute(Current)

Université de Montréal

Osnabrück University

Álex Hernández-García is an author at Mila - Quebec Artificial Intelligence Institute specializing in machine learning, computer science, and deep learning.

ORCID

Publications per year

2018–2023

Publications

Data augmentation instead of explicit regularization

Álex Hernández-García, Peter König · arXiv (Cornell University) · 2018 · 81 citations · Full text

Computing, Computer Science, Computer Vision +12

Benchmark of Data Processing Methods and Machine Learning Models for Gut Microbiome-Based Diagnosis of Inflammatory Bowel Disease

Ryszard Kubinski, Jean-Yves Djamen-Kepaou, Timur Zhanabaev et al. · Frontiers in Genetics · 2022 · 37 citations · Full text

Life Sciences, Bioinformatics, Microbiology +16

Counting Carbon: A Survey of Factors Influencing the Emissions of Machine Learning

Alexandra Sasha Luccioni, Álex Hernández-García · arXiv (Cornell University) · 2023 · 26 citations · Full text

Computing, Computer Science, Environmental Sciences +17

Do deep nets really need weight decay and dropout?

Álex Hernández-García, Peter König · arXiv (Cornell University) · 2018 · 19 citations · Full text

Computing, Computer Science, Artificial Intelligence +14

GFlowNets for AI-driven scientific discovery

Moksh Jain, Tristan Deleu, Jason Hartford et al. · Digital Discovery · 2023 · 18 citations · Full text

Computing, Computer Science, Data Science +9

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