Optimization

Markov Random Field MAP as Set Partitioning PGM 2018 Matrix capsules with EM routing ICLR 2018 Maximizing acquisition functions for Bayesian optimization NeurIPS 2018 Maximizing Induced Cardinality Under a Determinantal Point Process NeurIPS 2018 Maximum Principle Based Algorithms for Deep Learning JMLR 2018 Measuring the Intrinsic Dimension of Objective Landscapes ICLR 2018 Meta-Level Control of Anytime Algorithms with Online Performance Prediction IJCAI 2018 Minimax Curriculum Learning: Machine Teaching with Desirable Difficulties and Scheduled Diversity ICLR 2018 Minimax Estimation of Neural Net Distance NeurIPS 2018 Minimax Statistical Learning with Wasserstein distances NeurIPS 2018 Minimizing Adaptive Regret with One Gradient per Iteration IJCAI 2018 Missing Slice Recovery for Tensors Using a Low-Rank Model in Embedded Space CVPR 2018 MISSION: Ultra Large-Scale Feature Selection using Count-Sketches ICML 2018 mixup: Beyond Empirical Risk Minimization ICLR 2018 Modeling Sparse Deviations for Compressed Sensing using Generative Models ICML 2018 Modular Proximal Optimization for Multidimensional Total-Variation Regularization JMLR 2018 Monotonic Chunkwise Attention ICLR 2018 More Adaptive Algorithms for Adversarial Bandits COLT 2018 Multi-Agent Election-Based Hyper-Heuristics IJCAI 2018 Multi-Agent Reinforcement Learning via Double Averaging Primal-Dual Optimization NeurIPS 2018 Multi-Fidelity Black-Box Optimization with Hierarchical Partitions ICML 2018 Multi-frame Coding of LSF Parameters Using Block-Constrained Trellis Coded Vector Quantization Interspeech 2018 Multi-frame Quantization of LSF Parameters Using a Deep Autoencoder and Pyramid Vector Quantizer Interspeech 2018 Multi-Image Semantic Matching by Mining Consistent Features CVPR 2018 Multi-Objective Analysis of Ridesharing in Automated Mobility-on-Demand RSS 2018