Patricio Cerda-Mardini

According to our database, Patricio Cerda-Mardini authored at least 8 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

WorkBench: a Benchmark Dataset for Agents in a Realistic Workplace Setting.

Olly Styles, Sam Miller, Patricio Cerda-Mardini, Tanaya Guha, Victor Sanchez, Bertie Vidgen

CoRR, 2024

2023

Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual Transformers.

Félix Gaschi, Patricio Cerda, Parisa Rastin, Yannick Toussaint

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Encoding High-Cardinality String Categorical Variables.

Patricio Cerda, Gaël Varoquaux

IEEE Trans. Knowl. Data Eng., 2022

2021

VisRec: A Hands-on Tutorial on Deep Learning for Visual Recommender Systems.

Denis Parra, Antonio Ossa-Guerra, Manuel Cartagena, Patricio Cerda-Mardini, Felipe del-Rio

Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

2020

Translating Natural Language Instructions for Behavioral Robot Navigation with a Multi-Head Attention Mechanism.

Patricio Cerda-Mardini, Vladimir Araujo, Alvaro Soto

CoRR, 2020

CuratorNet: Visually-aware Recommendation of Art Images.

Denis Parra, Pablo Messina, Manuel Cartagena, Felipe del-Rio, Patricio Cerda-Mardini

Proceedings of the Workshops on Recommendation in Complex Scenarios and the Impact of Recommender Systems co-located with 14th ACM Conference on Recommender Systems (RecSys 2020), 2020

2019

Statistical learning with high-cardinality string categorical variables. (Apprentissage statistique à partir de variables catégorielles non-uniformisées).

Patricio Cerda

PhD thesis, 2019

2018

Similarity encoding for learning with dirty categorical variables.

Patricio Cerda, Gaël Varoquaux, Balázs Kégl

Mach. Learn., 2018