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Neural Network Optimization

3,649 papers

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Papers

Speech Intelligibility Enhancement Based on a Non-causal Wavenet-like Model INTERSPEECH 2018
Analysing the Focus of a Hierarchical Attention Network: the Importance of Enjambments When Classifying Post-modern Poetry INTERSPEECH 2018
Compact Feedforward Sequential Memory Networks for Small-footprint Keyword Spotting INTERSPEECH 2018
DNN Driven Speaker Independent Audio-Visual Mask Estimation for Speech Separation INTERSPEECH 2018
ZCU-NTIS Speaker Diarization System for the DIHARD 2018 Challenge INTERSPEECH 2018
Combining Natural Gradient with Hessian Free Methods for Sequence Training INTERSPEECH 2018
Multilingual Deep Neural Network Training Using Cyclical Learning Rate INTERSPEECH 2018
Deep Noise Tracking Network: A Hybrid Signal Processing/Deep Learning Approach to Speech Enhancement INTERSPEECH 2018
A Priori SNR Estimation Based on a Recurrent Neural Network for Robust Speech Enhancement INTERSPEECH 2018
Training Recurrent Neural Network through Moment Matching for NLP Applications INTERSPEECH 2018
Stochastic Shake-Shake Regularization for Affective Learning from Speech INTERSPEECH 2018
Automatic Differentiation in Machine Learning: a Survey JMLR 2018
Gradient Descent Learns Linear Dynamical Systems JMLR 2018
The Implicit Bias of Gradient Descent on Separable Data JMLR 2018
Improved Asynchronous Parallel Optimization Analysis for Stochastic Incremental Methods JMLR 2018
The Context-Dependent Additive Recurrent Neural Net NAACL 2018
Dense Information Flow for Neural Machine Translation NAACL 2018
SSN MLRG1 at SemEval-2018 Task 3: Irony Detection in English Tweets Using MultiLayer Perceptron SEMEVAL 2018
Adaptive SVRG Methods under Error Bound Conditions with Unknown Growth Parameter NIPS 2017
How regularization affects the critical points in linear networks NIPS 2017
Training Quantized Nets: A Deeper Understanding NIPS 2017
Adaptive Accelerated Gradient Converging Method under H\"{o}lderian Error Bound Condition NIPS 2017
Sharpness, Restart and Acceleration NIPS 2017
Dilated Recurrent Neural Networks NIPS 2017
SGD Learns the Conjugate Kernel Class of the Network NIPS 2017