G. Mialon*

Latest

• Variance Covariance Regularization Enforces Pairwise Independence in Self-Supervised Representations
• On Inductive Biases for Machine Learning in Data-Constrained Settings
• GraphiT: Encoding Graph Structure in Transformers
• A Trainable Optimal Transport Embedding for Feature Aggregation and its Relationship to Attention
• Screening Data Points in Empirical Risk Minimization via Ellipsoidal Regions and Safe Loss Functions
• A Kernel Perspective for Regularizing Deep Neural Networks