Javier Gonzalvo

15 papers A* 3Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Equivalence of Context and Parameter Updates in Modern Transformer Blocks.
CoRR
Adrian Goldwaser, Michael Munn, Javier Gonzalvo, Benoit Dherin
2025 J jnl
How iteration composition influences convergence and stability in deep learning.
Trans. Mach. Learn. Res.
Benoit Dherin, Benny Avelin, Anders Karlsson, Hanna Mazzawi, Javier Gonzalvo, Michael Munn
2025 J jnl
Learning by solving differential equations.
CoRR
Benoit Dherin, Michael Munn, Hanna Mazzawi, Michael Wunder, Sourabh Medapati, Javier Gonzalvo
2025 J jnl
Learning without training: The implicit dynamics of in-context learning.
CoRR
Benoit Dherin, Michael Munn, Hanna Mazzawi, Michael Wunder, Javier Gonzalvo
2025 J jnl
Training in reverse: How iteration order influences convergence and stability in deep learning.
CoRR
Benoit Dherin, Benny Avelin, Anders Karlsson, Hanna Mazzawi, Javier Gonzalvo, Michael Munn
2025 J jnl
Transmuting prompts into weights.
CoRR
Hanna Mazzawi, Benoit Dherin, Michael Munn, Michael Wunder, Javier Gonzalvo
2024 J jnl
A Margin-based Multiclass Generalization Bound via Geometric Complexity.
CoRR
Michael Munn, Benoit Dherin, Javier Gonzalvo
2024 A* conf
Deep Fusion: Efficient Network Training via Pre-trained Initializations.
ICML
Hanna Mazzawi, Javier Gonzalvo, Michael Wunder, Sammy Jerome, Benoit Dherin
2024 A* conf
The Impact of Geometric Complexity on Neural Collapse in Transfer Learning.
NeurIPS
Michael Munn, Benoit Dherin, Javier Gonzalvo
2024 J jnl
The Impact of Geometric Complexity on Neural Collapse in Transfer Learning.
CoRR
Michael Munn, Benoit Dherin, Javier Gonzalvo
2023 — conf
A margin-based multiclass generalization bound via geometric complexity.
TAG-ML
Michael Munn, Benoit Dherin, Javier Gonzalvo
2020 A* conf
Agnostic Learning with Multiple Objectives.
NeurIPS
Corinna Cortes, Mehryar Mohri, Javier Gonzalvo, Dmitry Storcheus
2019 J jnl
AdaNet: A Scalable and Flexible Framework for Automatically Learning Ensembles.
CoRR
Charles Weill, Javier Gonzalvo, Vitaly Kuznetsov, Scott Yang, Scott Yak, Hanna Mazzawi, Eugen Hotaj, Ghassen Jerfel, Vladimir Macko, Ben Adlam, Mehryar Mohri, Corinna Cortes
2019 J jnl
Improving Neural Architecture Search Image Classifiers via Ensemble Learning.
CoRR
Vladimir Macko, Charles Weill, Hanna Mazzawi, Javier Gonzalvo
2019 J jnl
Towards Task and Architecture-Independent Generalization Gap Predictors.
CoRR
Scott Yak, Javier Gonzalvo, Hanna Mazzawi