Neural Network Optimization

Efficient Proximal Mapping of the 1-path-norm of Shallow Networks ICML 2020 Efficient Riemannian Optimization on the Stiefel Manifold via the Cayley Transform ICLR 2020 Einsum Networks: Fast and Scalable Learning of Tractable Probabilistic Circuits ICML 2020 Elimination of All Bad Local Minima in Deep Learning AISTATS 2020 Emergence of functional and structural properties of the head direction system by optimization of recurrent neural networks ICLR 2020 Empirical Study of the Benefits of Overparameterization in Learning Latent Variable Models ICML 2020 Enabling Deep Spiking Neural Networks with Hybrid Conversion and Spike Timing Dependent Backpropagation ICLR 2020 End-to-End ASR with Adaptive Span Self-Attention Interspeech 2020 Energy-based Neural Modelling for Large-Scale Multiple Domain Dialogue State Tracking EMNLP 2020 Enhancing Monotonicity for Robust Autoregressive Transformer TTS Interspeech 2020 Enhancing Monotonic Multihead Attention for Streaming ASR Interspeech 2020 Enhancing Urban Flow Maps via Neural ODEs IJCAI 2020 ERMI at PARSEME Shared Task 2020: Embedding-Rich Multiword Expression Identification COLING 2020 Escaping Saddle-Point Faster under Interpolation-like Conditions NeurIPS 2020 Escaping the Gravitational Pull of Softmax NeurIPS 2020 Estimate Sequences for Stochastic Composite Optimization: Variance Reduction, Acceleration, and Robustness to Noise JMLR 2020 Estimating Training Data Influence by Tracing Gradient Descent NeurIPS 2020 Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks EMNLP 2020 Evolved Speech-Transformer: Applying Neural Architecture Search to End-to-End Automatic Speech Recognition Interspeech 2020 Evolving Normalization-Activation Layers NeurIPS 2020 Exactly Computing the Local Lipschitz Constant of ReLU Networks NeurIPS 2020 ExpandNets: Linear Over-parameterization to Train Compact Convolutional Networks NeurIPS 2020 Explicit Regularisation in Gaussian Noise Injections NeurIPS 2020 Exploiting Neuron and Synapse Filter Dynamics in Spatial Temporal Learning of Deep Spiking Neural Network IJCAI 2020 Extracting Chemical-Protein Interactions via Calibrated Deep Neural Network and Self-training EMNLP 2020