Optimization

Decoupling Gradient-Like Learning Rules from Representations ICML 2018 Deepcode: Feedback Codes via Deep Learning NeurIPS 2018 Deep Dynamical Modeling and Control of Unsteady Fluid Flows NeurIPS 2018 Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training ICLR 2018 Deep Hashing via Discrepancy Minimization CVPR 2018 Deep Learning as a Mixed Convex-Combinatorial Optimization Problem ICLR 2018 Deep Learning for Multi-Facility Location Mechanism Design IJCAI 2018 Deep Linear Networks with Arbitrary Loss: All Local Minima Are Global ICML 2018 Descriptive Clustering: ILP and CP Formulations with Applications IJCAI 2018 Designing the Game to Play: Optimizing Payoff Structure in Security Games IJCAI 2018 Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement EMNLP 2018 DFKI-MLT System Description for the WMT18 Automatic Post-editing Task EMNLP 2018 DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding ICML 2018 Differentiable Submodular Maximization IJCAI 2018 Differential Equations for Modeling Asynchronous Algorithms IJCAI 2018 Differentially Private Matrix Completion Revisited ICML 2018 Differentially Private Robust Low-Rank Approximation NeurIPS 2018 Differential Privacy for Growing Databases NeurIPS 2018 Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance NeurIPS 2018 Direct Learning to Rank And Rerank AISTATS 2018 Direct Runge-Kutta Discretization Achieves Acceleration NeurIPS 2018 Discovering Phonesthemes with Sparse Regularization NAACL 2018 Discovering Point Lights With Intensity Distance Fields CVPR 2018 Discrete Factorization Machines for Fast Feature-based Recommendation IJCAI 2018 Dissecting Adam: The Sign, Magnitude and Variance of Stochastic Gradients ICML 2018