Optimization

Incremental Decision Making Under Risk with the Weighted Expected Utility Model IJCAI 2017 Incremental Graph-based Neural Dependency Parsing EMNLP 2017 Influence Maximization with ε-Almost Submodular Threshold Functions NeurIPS 2017 INGEOTEC at SemEval 2017 Task 4: A B4MSA Ensemble based on Genetic Programming for Twitter Sentiment Analysis SemEval 2017 Input Convex Neural Networks ICML 2017 Integer Linear Programming formulations in Natural Language Processing EACL 2017 Intelligent Belief State Sampling for Conformant Planning IJCAI 2017 Intrinsic Grassmann Averages for Online Linear and Robust Subspace Learning CVPR 2017 Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings EMNLP 2017 Is Input Sparsity Time Possible for Kernel Low-Rank Approximation? NeurIPS 2017 Iterative Optimal Preemphasis for Improved Glottal-Flow Estimation by Iterative Adaptive Inverse Filtering Interspeech 2017 Joint Capped Norms Minimization for Robust Matrix Recovery IJCAI 2017 Joint Dimensionality Reduction and Metric Learning: A Geometric Take ICML 2017 Joint Optimization of Robot Design and Motion Parameters using the Implicit Function Theorem RSS 2017 KGEval: Accuracy Estimation of Automatically Constructed Knowledge Graphs EMNLP 2017 k-Support and Ordered Weighted Sparsity for Overlapping Groups: Hardness and Algorithms NeurIPS 2017 Large-Scale Evolution of Image Classifiers ICML 2017 Large-scale Online Kernel Learning with Random Feature Reparameterization IJCAI 2017 Large-Scale Quadratically Constrained Quadratic Program via Low-Discrepancy Sequences NeurIPS 2017 Learned D-AMP: Principled Neural Network based Compressive Image Recovery NeurIPS 2017 Learning Feasibility Constraints for Multicontact Locomotion of Legged Robots RSS 2017 Learning from Conditional Distributions via Dual Embeddings AISTATS 2017 Learning from Data Heterogeneity: Algorithms and Applications IJCAI 2017 Learning Gradient Descent: Better Generalization and Longer Horizons ICML 2017 Learning Latent Space Models with Angular Constraints ICML 2017