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Optimization

14,207 papers

Papers per year

Papers

Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine Translation EMNLP 2018
Automatic Poetry Generation with Mutual Reinforcement Learning EMNLP 2018
Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency EMNLP 2018
CaLcs: Continuously Approximating Longest Common Subsequence for Sequence Level Optimization EMNLP 2018
Speeding Up Neural Machine Translation Decoding by Cube Pruning EMNLP 2018
State-of-the-art Chinese Word Segmentation with Bi-LSTMs EMNLP 2018
Explicitly modeling case improves neural dependency parsing EMNLP 2018
Extracting In-domain Training Corpora for Neural Machine Translation Using Data Selection Methods EMNLP 2018
ITER: Improving Translation Edit Rate through Optimizable Edit Costs EMNLP 2018
DFKI-MLT System Description for the WMT18 Automatic Post-editing Task EMNLP 2018
A hybrid pipeline of rules and machine learning to filter web-crawled parallel corpora EMNLP 2018
UTFPR at WMT 2018: Minimalistic Supervised Corpora Filtering for Machine Translation EMNLP 2018
Orthogonal Matching Pursuit for Text Classification EMNLP 2018
A Reductions Approach to Fair Classification ICML 2018
MISSION: Ultra Large-Scale Feature Selection using Count-Sketches ICML 2018
Katyusha X: Simple Momentum Method for Stochastic Sum-of-Nonconvex Optimization ICML 2018
Subspace Embedding and Linear Regression with Orlicz Norm ICML 2018
Efficient Gradient-Free Variational Inference using Policy Search ICML 2018
Greed is Still Good: Maximizing Monotone Submodular+Supermodular (BP) Functions ICML 2018
The Mechanics of n-Player Differentiable Games ICML 2018
Approximation Guarantees for Adaptive Sampling ICML 2018
Dissecting Adam: The Sign, Magnitude and Variance of Stochastic Gradients ICML 2018
Bayesian Optimization of Combinatorial Structures ICML 2018
signSGD: Compressed Optimisation for Non-Convex Problems ICML 2018
Adaptive Sampled Softmax with Kernel Based Sampling ICML 2018