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Optimization

1638 directly classified papers

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Improving Perceptual Quality by Phone-Fortified Perceptual Loss Using Wasserstein Distance for Speech Enhancement INTERSPEECH 2021
Residual Echo and Noise Cancellation with Feature Attention Module and Multi-Domain Loss Function INTERSPEECH 2021
Dissecting User-Perceived Latency of On-Device E2E Speech Recognition INTERSPEECH 2021
Fiedler Regularization: Learning Neural Networks with Graph Sparsity ICML 2020
Optimization Learning: Perspective, Method, and Applications IJCAI 2020
BaKer-Nets: Bayesian Random Kernel Mapping Networks IJCAI 2020
Spectral Pruning: Compressing Deep Neural Networks via Spectral Analysis and its Generalization Error IJCAI 2020
Accelerating Stratified Sampling SGD by Reconstructing Strata IJCAI 2020
SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization ACL 2020
Improving Low Compute Language Modeling with In-Domain Embedding Initialisation EMNLP 2020
A Greedy Bit-flip Training Algorithm for Binarized Knowledge Graph Embeddings EMNLP 2020
A Batch Normalized Inference Network Keeps the KL Vanishing Away ACL 2020
Linear Convergence of Randomized Primal-Dual Coordinate Method for Large-scale Linear Constrained Convex Programming ICML 2020
Efficient Minimum Word Error Rate Training of RNN-Transducer for End-to-End Speech Recognition INTERSPEECH 2020
Deep Unfolding Network for Image Super-Resolution CVPR 2020
Error Estimation for Sketched SVD via the Bootstrap ICML 2020
Taylor Expansion Policy Optimization ICML 2020
Stochastic Gauss-Newton Algorithms for Nonconvex Compositional Optimization ICML 2020
Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems ICML 2020
DeltaGrad: Rapid retraining of machine learning models ICML 2020
Stronger and Faster Wasserstein Adversarial Attacks ICML 2020
Training Deep Energy-Based Models with f-Divergence Minimization ICML 2020
Complexity of Finding Stationary Points of Nonconvex Nonsmooth Functions ICML 2020
Bundle Adjustment on a Graph Processor CVPR 2020
MAGSAC++, a Fast, Reliable and Accurate Robust Estimator CVPR 2020