Part of the Computer Sciences Commons
Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm, Aidan Good, Jiaqi Lin, Hannah Sieg, Mikey Ferguson, Xin Yu, Shandian Zhe, Jerzy Wieczorek, Thiago Serra Faculty Conference Papers and Presentations
PDF
The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks, Xin Yu, Thiago Serra, Srikumar Ramalingam, Shandian Zhe Faculty Conference Papers and Presentations
Link
Training Thinner and Deeper Neural Networks: Jumpstart Regularization, Carles Riera, Camilo Rey, Thiago Serra, Eloi Puertas, Oriol Pujol Faculty Conference Papers and Presentations
Template-based Minor Embedding for Adiabatic Quantum Optimization, Thiago Serra, Teng Huang, Arvind Raghunathan, David Bergman Faculty Journal Articles
Scaling Up Exact Neural Network Compression by ReLU Stability, Thiago Serra, Xin Yu, Abhinav Kumar, Srikumar Ramalingam Faculty Conference Papers and Presentations
Enumerative Branching with Less Repetition, Thiago Serra Faculty Conference Papers and Presentations
Lossless Compression of Deep Neural Networks, Thiago Serra, Abhinav Kumar, Srikumar Ramalingam Faculty Conference Papers and Presentations
Empirical Bounds on Linear Regions of Deep Rectifier Networks, Thiago Serra, Srikumar Ramalingam Faculty Conference Papers and Presentations
Advanced Search