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Neural Network Optimization

3648 directly classified papers

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Papers

Critical initialisation for deep signal propagation in noisy rectifier neural networks NIPS 2018
Output-Gate Projected Gated Recurrent Unit for Speech Recognition INTERSPEECH 2018
A Priori SNR Estimation Based on a Recurrent Neural Network for Robust Speech Enhancement INTERSPEECH 2018
Efficient Stochastic Gradient Hard Thresholding NIPS 2018
Approximating Real-Time Recurrent Learning with Random Kronecker Factors NIPS 2018
Stochastic Cubic Regularization for Fast Nonconvex Optimization NIPS 2018
ZCU-NTIS Speaker Diarization System for the DIHARD 2018 Challenge INTERSPEECH 2018
Compact Feedforward Sequential Memory Networks for Small-footprint Keyword Spotting INTERSPEECH 2018
Analysing the Focus of a Hierarchical Attention Network: the Importance of Enjambments When Classifying Post-modern Poetry INTERSPEECH 2018
NEON2: Finding Local Minima via First-Order Oracles NIPS 2018
Dimensionality Reduction for Stationary Time Series via Stochastic Nonconvex Optimization NIPS 2018
Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization NIPS 2018
Convergence of Cubic Regularization for Nonconvex Optimization under KL Property NIPS 2018
The Lingering of Gradients: How to Reuse Gradients Over Time NIPS 2018
FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network NIPS 2018
Byzantine Stochastic Gradient Descent NIPS 2018
Global Convergence of Langevin Dynamics Based Algorithms for Nonconvex Optimization NIPS 2018
Adaptive Methods for Nonconvex Optimization NIPS 2018
Rest-Katyusha: Exploiting the Solution's Structure via Scheduled Restart Schemes NIPS 2018
First-order Stochastic Algorithms for Escaping From Saddle Points in Almost Linear Time NIPS 2018
SPIDER: Near-Optimal Non-Convex Optimization via Stochastic Path-Integrated Differential Estimator NIPS 2018
Layer Trajectory LSTM INTERSPEECH 2018
LSTM Based Cross-corpus and Cross-task Acoustic Emotion Recognition INTERSPEECH 2018
Evolving Learning for Analysing Mood-Related Infant Vocalisation INTERSPEECH 2018
Joint Noise and Reverberation Adaptive Learning for Robust Speaker DOA Estimation with an Acoustic Vector Sensor INTERSPEECH 2018