Optimization

Adaptive Scale-Invariant Online Algorithms for Learning Linear Models ICML 2019 Adaptive Sequence Submodularity NeurIPS 2019 AdaShift: Decorrelation and Convergence of Adaptive Learning Rate Methods ICLR 2019 A Data-Driven and Distributed Approach to Sparse Signal Representation and Recovery ICLR 2019 A Decomposition Algorithm for the Sparse Generalized Eigenvalue Problem CVPR 2019 A Deep Cascade Model for Multi-Document Reading Comprehension AAAI 2019 ADef: an Iterative Algorithm to Construct Adversarial Deformations ICLR 2019 A Differential Volumetric Approach to Multi-View Photometric Stereo ICCV 2019 A Direct tilde{O}(1/epsilon) Iteration Parallel Algorithm for Optimal Transport NeurIPS 2019 A Discrete Hard EM Approach for Weakly Supervised Question Answering EMNLP 2019 ADMMBO: Bayesian Optimization with Unknown Constraints using ADMM JMLR 2019 A Dual Approach to Verify and Train Deep Networks IJCAI 2019 Adversarial Examples for Graph Data: Deep Insights into Attack and Defense IJCAI 2019 A Dynamical Systems Perspective on Nesterov Acceleration ICML 2019 A Fast Proximal Point Method for Computing Exact Wasserstein Distance UAI 2019 A Fast Sampling Algorithm for Maximum Inner Product Search AISTATS 2019 A General-Purpose Algorithm for Constrained Sequential Inference CoNLL 2019 A Generic Acceleration Framework for Stochastic Composite Optimization NeurIPS 2019 A Generic Approach to Accelerating Belief Propagation Based Incomplete Algorithms for DCOPs via a Branch-and-Bound Technique AAAI 2019 A Genetic Algorithm for Finding a Small and Diverse Set of Recent News Stories on a Given Subject: How We Generate AAAI’s AI-Alert AAAI 2019 A Geometry-Inspired Decision-Based Attack ICCV 2019 A Graph Theoretic Framework of Recomputation Algorithms for Memory-Efficient Backpropagation NeurIPS 2019 AI at the Margins: Data, Decisions, and Inclusive Social Impact IJCAI 2019 AiD-EM: Adaptive Decision Support for Electricity Markets Negotiations IJCAI 2019 A Kernelized Manifold Mapping to Diminish the Effect of Adversarial Perturbations CVPR 2019