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Optimization

14,983 papers

Papers per year

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342
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Papers

Nonlinear Acceleration of Stochastic Algorithms NIPS 2017
Deep Kernels for Optimizing Locomotion Controllers CORL 2017
Adaptable Pouring: Teaching Robots Not to Spill using Fast but Approximate Fluid Simulation CORL 2017
Principal Variety Analysis CORL 2017
A Full Non-Monotonic Transition System for Unrestricted Non-Projective Parsing ACL 2017
Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix ACL 2017
Don’t understand a measure? Learn it: Structured Prediction for Coreference Resolution optimizing its measures ACL 2017
Supervised Learning of Automatic Pyramid for Optimization-Based Multi-Document Summarization ACL 2017
Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search ACL 2017
Learning to Skim Text ACL 2017
Riemannian Optimization for Skip-Gram Negative Sampling ACL 2017
Alternative Objective Functions for Training MT Evaluation Metrics ACL 2017
A Principled Framework for Evaluating Summarizers: Comparing Models of Summary Quality against Human Judgments ACL 2017
Implicitly-Defined Neural Networks for Sequence Labeling ACL 2017
A Study on Trust Region Update Rules in Newton Methods for Large-scale Linear Classification ACML 2017
Mini-batch Block-coordinate based Stochastic Average Adjusted Gradient Methods to Solve Big Data Problems ACML 2017
Distributionally Robust Groupwise Regularization Estimator ACML 2017
Learning Predictive Leading Indicators for Forecasting Time Series Systems with Unknown Clusters of Forecast Tasks ACML 2017
Regret for Expected Improvement over the Best-Observed Value and Stopping Condition ACML 2017
Accumulated Gradient Normalization ACML 2017
Learning RBM with a DC programming Approach ACML 2017
On the Flatness of Loss Surface for Two-layered ReLU Networks ACML 2017
A Covariance Matrix Adaptation Evolution Strategy for Direct Policy Search in Reproducing Kernel Hilbert Space ACML 2017
Online Nonnegative Matrix Factorization with General Divergences AISTATS 2017
ASAGA: Asynchronous Parallel SAGA AISTATS 2017