Liberal Arts Research Commons

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

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