Javier Gonzalvo

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 7

Top Topics

Agnostic Learning

Multiclass Problems

Perceptron Algorithm

Boosting Algorithms

Top Venues

Publications

Michael Munn, Benoit Dherin, Javier Gonzalvo
The Impact of Geometric Complexity on Neural Collapse in Transfer Learning. CoRR (2024)
Michael Munn, Benoit Dherin, Javier Gonzalvo
A Margin-based Multiclass Generalization Bound via Geometric Complexity. CoRR (2024)
Michael Munn, Benoit Dherin, Javier Gonzalvo
A margin-based multiclass generalization bound via geometric complexity. TAG-ML (2023)
Corinna Cortes, Mehryar Mohri, Javier Gonzalvo, Dmitry Storcheus
Agnostic Learning with Multiple Objectives. NeurIPS (2020)
Scott Yak, Javier Gonzalvo, Hanna Mazzawi
Towards Task and Architecture-Independent Generalization Gap Predictors. CoRR (2019)
Charles Weill, Javier Gonzalvo, Vitaly Kuznetsov, Scott Yang, Scott Yak, Hanna Mazzawi, Eugen Hotaj, Ghassen Jerfel, Vladimir Macko, Ben Adlam, Mehryar Mohri, Corinna Cortes
AdaNet: A Scalable and Flexible Framework for Automatically Learning Ensembles. CoRR (2019)
Vladimir Macko, Charles Weill, Hanna Mazzawi, Javier Gonzalvo
Improving Neural Architecture Search Image Classifiers via Ensemble Learning. CoRR (2019)