conftrace_

gradient-based training

7 papers

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Co-occurring keywords

rough path theory (6) signature kernel (8) trust region optimization (12) neural network classifier (47) markov process (25) membership inference attack (93) training data reconstruction (6) data reconstruction (14) trust-region method (5) feature masking (6)

Papers

Exact Gradients for Stochastic Spiking Neural Networks Driven by Rough Signals NIPS 2024
Towards Exact Gradient-based Training on Analog In-memory Computing NIPS 2024
SONGs: Self-Organizing Neural Graphs WACV 2023
Explain My Surprise: Learning Efficient Long-Term Memory by predicting uncertain outcomes NIPS 2022
Reconstructing Training Data From Trained Neural Networks NIPS 2022
Gradient Based Activations for Accurate Bias-Free Learning AAAI 2022
Fixing Implicit Derivatives: Trust-Region Based Learning of Continuous Energy Functions NIPS 2019