Optimization

Gradient Surgery for Multi-Task Learning NeurIPS 2020 Gradient Temporal-Difference Learning with Regularized Corrections ICML 2020 Graph-Based Decoding Model for Functional Alignment of Unaligned fMRI Data AAAI 2020 Graph-Dependent Implicit Regularisation for Distributed Stochastic Subgradient Descent JMLR 2020 Graph-Guided Architecture Search for Real-Time Semantic Segmentation CVPR 2020 Graph Neural Architecture Search IJCAI 2020 Graph Optimal Transport for Cross-Domain Alignment ICML 2020 Greedy Optimization Provably Wins the Lottery: Logarithmic Number of Winning Tickets is Enough NeurIPS 2020 Group-Fair Online Allocation in Continuous Time NeurIPS 2020 Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression CVPR 2020 Guided Learning of Nonconvex Models through Successive Functional Gradient Optimization ICML 2020 Guiding CDCL SAT Search via Random Exploration amid Conflict Depression AAAI 2020 Guiding Deep Molecular Optimization with Genetic Exploration NeurIPS 2020 Guoym at SemEval-2020 Task 8: Ensemble-based Classification of Visuo-Lingual Metaphor in Memes SemEval 2020 Halpern Iteration for Near-Optimal and Parameter-Free Monotone Inclusion and Strong Solutions to Variational Inequalities COLT 2020 Handling the Positive-Definite Constraint in the Bayesian Learning Rule ICML 2020 Hardware as Policy: Mechanical and Computational Co-Optimization using Deep Reinforcement Learning CoRL 2020 Hardware-in-the-Loop End-to-End Optimization of Camera Image Processing Pipelines CVPR 2020 Harmless Overfitting: Using Denoising Autoencoders in Estimation of Distribution Algorithms JMLR 2020 Harmonic Lowering for Accelerating Harmonic Convolution for Audio Signals Interspeech 2020 Harmonious Coexistence of Structured Weight Pruning and Ternarization for Deep Neural Networks AAAI 2020 Harnessing Structures for Value-Based Planning and Reinforcement Learning ICLR 2020 Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads OSDI 2020 Hierarchically Robust Representation Learning CVPR 2020 High-Dimensional Bayesian Optimization via Nested Riemannian Manifolds NeurIPS 2020