Adrián Javaloy

16 papers A* 5Journal 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Sobering Look at Tabular Data Generation via Probabilistic Circuits. CoRR Davide Scassola, Dylan Ponsford, Adrián Javaloy, Sebastiano Saccani, Luca Bortolussi, Henry Gouk, Antonio Vergari
2026	J	`jnl`	An Embarrassingly Simple Way to Optimize Orthogonal Matrices at Scale. CoRR Adrián Javaloy, Antonio Vergari
2025	J	`jnl`	COPA: Comparing the Incomparable to Explore the Pareto Front. CoRR Adrián Javaloy, Antonio Vergari, Isabel Valera
2025	J	`jnl`	DeCaFlow: A Deconfounding Causal Generative Model. CoRR Alejandro Almodóvar, Adrián Javaloy, Juan Parras, Santiago Zazo, Isabel Valera
2025	J	`jnl`	How to Square Tensor Networks and Circuits Without Squaring Them. CoRR Lorenzo Loconte, Adrián Javaloy, Antonio Vergari
2023	A*	`conf`	Causal normalizing flows: from theory to practice. NeurIPS Adrián Javaloy, Pablo Sánchez-Martín, Isabel Valera
2023	J	`jnl`	Causal normalizing flows: from theory to practice. CoRR Adrián Javaloy, Pablo Sánchez-Martín, Isabel Valera
2023	A*	`conf`	Learnable Graph Convolutional Attention Networks. ICLR Adrián Javaloy, Pablo Sánchez-Martín, Amit Levi, Isabel Valera
2022	J	`jnl`	Learnable Graph Convolutional Attention Networks. CoRR Adrián Javaloy, Pablo Sánchez-Martín, Amit Levi, Isabel Valera
2022	A*	`conf`	Mitigating Modality Collapse in Multimodal VAEs via Impartial Optimization. ICML Adrián Javaloy, Maryam Meghdadi, Isabel Valera
2022	J	`jnl`	Mitigating Modality Collapse in Multimodal VAEs via Impartial Optimization. CoRR Adrián Javaloy, Maryam Meghdadi, Isabel Valera
2022	A*	`conf`	RotoGrad: Gradient Homogenization in Multitask Learning. ICLR Adrián Javaloy, Isabel Valera
2021	J	`jnl`	Rotograd: Dynamic Gradient Homogenization for Multi-Task Learning. CoRR Adrián Javaloy, Isabel Valera
2020	J	`jnl`	Lipschitz standardization for robust multivariate learning. CoRR Adrián Javaloy, Isabel Valera
2020	A*	`conf`	Relative gradient optimization of the Jacobian term in unsupervised deep learning. NeurIPS Luigi Gresele, Giancarlo Fissore, Adrián Javaloy, Bernhard Schölkopf, Aapo Hyvärinen
2020	J	`jnl`	Relative gradient optimization of the Jacobian term in unsupervised deep learning. CoRR Luigi Gresele, Giancarlo Fissore, Adrián Javaloy, Bernhard Schölkopf, Aapo Hyvärinen