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Mathematics & Optimization

16,944 papers (0 classified directly here)

Subtopics

Optimization (12,959) Mathematics (5,735) Probability (519) Statistics (265) Discrete Mathematics (15)

Papers per year

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Papers (including subtopics)

Approximate Kernel Selection with Strong Approximate Consistency AAAI 2019
Unsupervised Feature Selection by Pareto Optimization AAAI 2019
Wasserstein Soft Label Propagation on Hypergraphs: Algorithm and Generalization Error Bounds AAAI 2019
Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting AAAI 2019
Using Benson’s Algorithm for Regularization Parameter Tracking AAAI 2019
Efficient and Scalable Multi-Task Regression on Massive Number of Tasks AAAI 2019
The SpectACl of Nonconvex Clustering: A Spectral Approach to Density-Based Clustering AAAI 2019
Complex Moment-Based Supervised Eigenmap for Dimensionality Reduction AAAI 2019
Meta-Descent for Online, Continual Prediction AAAI 2019
Gaussian-Induced Convolution for Graphs AAAI 2019
Dimension-Free Error Bounds from Random Projections AAAI 2019
On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters AAAI 2019
Communication-Efficient Stochastic Gradient MCMC for Neural Networks AAAI 2019
Lifted Proximal Operator Machines AAAI 2019
Sign-Full Random Projections AAAI 2019
Spectral Clustering in Heterogeneous Information Networks AAAI 2019
Learning Adaptive Random Features AAAI 2019
Evolutionary Manytasking Optimization Based on Symbiosis in Biocoenosis AAAI 2019
Which Factorization Machine Modeling Is Better: A Theoretical Answer with Optimal Guarantee AAAI 2019
MFPCA: Multiscale Functional Principal Component Analysis AAAI 2019
A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI AAAI 2019
A Bandit Approach to Maximum Inner Product Search AAAI 2019
Guiding the One-to-One Mapping in CycleGAN via Optimal Transport AAAI 2019
Block Belief Propagation for Parameter Learning in Markov Random Fields AAAI 2019
Relation Structure-Aware Heterogeneous Information Network Embedding AAAI 2019