Optimization

Adaptive Sampling Towards Fast Graph Representation Learning NeurIPS 2018 Adaptive Scaling for Sparse Detection in Information Extraction ACL 2018 Adaptive Three Operator Splitting ICML 2018 Adding One Neuron Can Eliminate All Bad Local Minima NeurIPS 2018 A Delay-tolerant Proximal-Gradient Algorithm for Distributed Learning ICML 2018 A Distributed Second-Order Algorithm You Can Trust ICML 2018 A Fast Algorithm for Separated Sparsity via Perturbed Lagrangians AISTATS 2018 A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization IJCAI 2018 A Generic Approach for Escaping Saddle points AISTATS 2018 A Genetic Programming Approach to Designing Convolutional Neural Network Architectures IJCAI 2018 A Graph-theoretic Summary Evaluation for ROUGE EMNLP 2018 A Hybrid l1-l0 Layer Decomposition Model for Tone Mapping CVPR 2018 A hybrid pipeline of rules and machine learning to filter web-crawled parallel corpora EMNLP 2018 A Language Model based Evaluator for Sentence Compression ACL 2018 Algorithmic Regularization in Learning Deep Homogeneous Models: Layers are Automatically Balanced NeurIPS 2018 Algorithmic Social Intervention IJCAI 2018 Alternating optimization of decision trees, with application to learning sparse oblique trees NeurIPS 2018 Alternating Randomized Block Coordinate Descent ICML 2018 A Model for Learned Bloom Filters and Optimizing by Sandwiching NeurIPS 2018 A Multistage Training Framework for Acoustic-to-Word Model Interspeech 2018 An ℓ_∞ Eigenvector Perturbation Bound and Its Application JMLR 2018 Analysis of Krylov Subspace Solutions of Regularized Non-Convex Quadratic Problems NeurIPS 2018 Analysis of Variational Mode Functions for Robust Detection of Vowels Interspeech 2018 Analytical Derivatives of Rigid Body Dynamics Algorithms RSS 2018 Analyzing Filters Toward Efficient ConvNet CVPR 2018