Optimization

Boosting Dynamic Programming with Neural Networks for Solving NP-hard Problems ACML 2018 Boosting Variational Inference: an Optimization Perspective AISTATS 2018 Bootstrapping EM via Power EM and Convergence in the Naive Bayes Model AISTATS 2018 BPGrad: Towards Global Optimality in Deep Learning via Branch and Pruning CVPR 2018 Brain-inspired Balanced Tuning for Spiking Neural Networks IJCAI 2018 Breaking the 1/√n Barrier: Faster Rates for Permutation-based Models in Polynomial Time COLT 2018 Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine Translation EMNLP 2018 Breaking the Span Assumption Yields Fast Finite-Sum Minimization NeurIPS 2018 Budgeted Experiment Design for Causal Structure Learning ICML 2018 CaLcs: Continuously Approximating Longest Common Subsequence for Sequence Level Optimization EMNLP 2018 Camera Pose Estimation With Unknown Principal Point CVPR 2018 Can clustering scale sublinearly with its clusters? A variational EM acceleration of GMMs and k-means AISTATS 2018 Canonical Tensor Decomposition for Knowledge Base Completion ICML 2018 Cascaded Low Rank and Sparse Representation on Grassmann Manifolds IJCAI 2018 Catalyst Acceleration for First-order Convex Optimization: from Theory to Practice JMLR 2018 Catalyst for Gradient-based Nonconvex Optimization AISTATS 2018 Causal Structure Learning via Temporal Markov Networks PGM 2018 Celer: a Fast Solver for the Lasso with Dual Extrapolation ICML 2018 Certified Computation from Unreliable Datasets COLT 2018 Certifying Some Distributional Robustness with Principled Adversarial Training ICLR 2018 Characterizing Departures from Linearity in Word Translation ACL 2018 Chinese Grammatical Error Diagnosis Based on Policy Gradient LSTM Model ACL 2018 Classical Structured Prediction Losses for Sequence to Sequence Learning NAACL 2018 ClcNet: Improving the Efficiency of Convolutional Neural Network Using Channel Local Convolutions CVPR 2018 CodeSLAM — Learning a Compact, Optimisable Representation for Dense Visual SLAM CVPR 2018