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Optimization

341 directly classified papers

Papers per year

Papers

Training Deep Models Faster with Robust, Approximate Importance Sampling NIPS 2018
Information-based Adaptive Stimulus Selection to Optimize Communication Efficiency in Brain-Computer Interfaces NIPS 2018
Non-monotone Submodular Maximization in Exponentially Fewer Iterations NIPS 2018
Online Improper Learning with an Approximation Oracle NIPS 2018
Algorithmic Social Intervention IJCAI 2018
Data-driven Onboard Scheduling for an Autonomous Observation Satellite IJCAI 2018
BOCK : Bayesian Optimization with Cylindrical Kernels ICML 2018
Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency EMNLP 2018
Dynamic Oracles for Top-Down and In-Order Shift-Reduce Constituent Parsing EMNLP 2018
SGAN: An Alternative Training of Generative Adversarial Networks CVPR 2018
Salience Guided Depth Calibration for Perceptually Optimized Compressive Light Field 3D Display CVPR 2018
Adaptive Scaling for Sparse Detection in Information Extraction ACL 2018
Stochastic Submodular Maximization: The Case of Coverage Functions NIPS 2017
Towards Decoding as Continuous Optimisation in Neural Machine Translation EMNLP 2017
Physics Inspired Optimization on Semantic Transfer Features: An Alternative Method for Room Layout Estimation CVPR 2017
Anti-Glare: Tightly Constrained Optimization for Eyeglass Reflection Removal CVPR 2017
Adversarial Surrogate Losses for Ordinal Regression NIPS 2017
Stochastic Approximation for Canonical Correlation Analysis NIPS 2017
Affine-Invariant Online Optimization and the Low-rank Experts Problem NIPS 2017
Scalable Planning with Tensorflow for Hybrid Nonlinear Domains NIPS 2017
Safe Adaptive Importance Sampling NIPS 2017
Multi-view Matrix Factorization for Linear Dynamical System Estimation NIPS 2017
Don’t understand a measure? Learn it: Structured Prediction for Coreference Resolution optimizing its measures ACL 2017
Accelerating Stochastic Composition Optimization NIPS 2016
Maximization of Approximately Submodular Functions NIPS 2016