Gamba, Matteo

8 publications

NeurIPS 2025 Curvature Tuning: Provable Training-Free Model Steering from a Single Parameter Leyang Hu, Matteo Gamba, Randall Balestriero

ICCV 2025 On the Complexity-Faithfulness Trade-Off of Gradient-Based Explanations Amir Mehrpanah, Matteo Gamba, Kevin Smith, Hossein Azizpour

TMLR 2023 Deep Double Descent via Smooth Interpolation Matteo Gamba, Erik Englesson, Mårten Björkman, Hossein Azizpour

NeurIPSW 2023 On the Varied Faces of Overparameterization in Supervised and Self-Supervised Learning Matteo Gamba, Arna Ghosh, Kumar Krishna Agrawal, Blake Aaron Richards, Hossein Azizpour, Mårten Björkman

NeurIPSW 2023 On the Varied Faces of Overparameterization in Supervised and Self-Supervised Learning Matteo Gamba, Arna Ghosh, Kumar Krishna Agrawal, Blake Aaron Richards, Hossein Azizpour, Mårten Björkman

AISTATS 2022 Are All Linear Regions Created Equal? Matteo Gamba, Adrian Chmielewski-Anders, Josephine Sullivan, Hossein Azizpour, Marten Bjorkman

NeurIPSW 2022 Overparameterization Implicitly Regularizes Input-Space Smoothness Matteo Gamba, Hossein Azizpour, Mårten Björkman

ICCVW 2019 On the Geometry of Rectifier Convolutional Neural Networks Matteo Gamba, Hossein Azizpour, Stefan Carlsson, Mårten Björkman