Serra, Thiago

6 publications

AAAI 2023 Optimal Decision Diagrams for Classification Alexandre M. Florio, Pedro Martins, Maximilian Schiffer, Thiago Serra, Thibaut Vidal

NeurIPS 2022 Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm Aidan Good, Jiaqi Lin, Xin Yu, Hannah Sieg, Mikey Fergurson, Shandian Zhe, Jerzy Wieczorek, Thiago Serra

ICML 2022 The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks Xin Yu, Thiago Serra, Srikumar Ramalingam, Shandian Zhe

NeurIPS 2021 Scaling up Exact Neural Network Compression by ReLU Stability Thiago Serra, Xin Yu, Abhinav Kumar, Srikumar Ramalingam

AAAI 2020 Empirical Bounds on Linear Regions of Deep Rectifier Networks Thiago Serra, Srikumar Ramalingam

ICML 2018 Bounding and Counting Linear Regions of Deep Neural Networks Thiago Serra, Christian Tjandraatmadja, Srikumar Ramalingam