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Neural Network Optimization

3648 directly classified papers

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Papers

UM-IU@LING at SemEval-2019 Task 6: Identifying Offensive Tweets Using BERT and SVMs SEMEVAL 2019
ABARUAH at SemEval-2019 Task 5 : Bi-directional LSTM for Hate Speech Detection SEMEVAL 2019
Stochastic Gradient Descent on Separable Data: Exact Convergence with a Fixed Learning Rate AISTATS 2019
A Convergence Analysis of Distributed SGD with Communication-Efficient Gradient Sparsification IJCAI 2019
ResNet and Batch-normalization Improve Data Separability ACML 2019
Popularity Prediction on Online Articles with Deep Fusion of Temporal Process and Content Features AAAI 2019
End-to-End Monaural Speech Separation with Multi-Scale Dynamic Weighted Gated Dilated Convolutional Pyramid Network INTERSPEECH 2019
Training Neural Networks with Local Error Signals ICML 2019
BayesNAS: A Bayesian Approach for Neural Architecture Search ICML 2019
Jumpout : Improved Dropout for Deep Neural Networks with ReLUs ICML 2019
Learning in the Machine: Random Backpropagation and the Deep Learning Channel (Extended Abstract) IJCAI 2019
Invertible Convolutional Flow NIPS 2019
Attentive Single-Tasking of Multiple Tasks CVPR 2019
Uncertainty Guided Multi-Scale Residual Learning-Using a Cycle Spinning CNN for Single Image De-Raining CVPR 2019
Measuring the Effects of Data Parallelism on Neural Network Training JMLR 2019
Nonlinear Acceleration of Primal-Dual Algorithms AISTATS 2019
Active Probabilistic Inference on Matrices for Pre-Conditioning in Stochastic Optimization AISTATS 2019
Stochastic Variance-Reduced Cubic Regularization for Nonconvex Optimization AISTATS 2019
Diagnosing Bottlenecks in Deep Q-learning Algorithms ICML 2019
Distributional Multivariate Policy Evaluation and Exploration with the Bellman GAN ICML 2019
Beyond Backprop: Online Alternating Minimization with Auxiliary Variables ICML 2019
Adversarial Learning of a Sampler Based on an Unnormalized Distribution AISTATS 2019
Ad Hoc Teamwork With Behavior Switching Agents IJCAI 2019
Learning Two Layer Rectified Neural Networks in Polynomial Time COLT 2019
Gradient Descent Finds Global Minima of Deep Neural Networks ICML 2019