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Optimization

14,983 papers

Papers per year

18
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342
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Papers

Fast Cross-Validation IJCAI 2018
Online Heterogeneous Transfer Metric Learning IJCAI 2018
On Q-learning Convergence for Non-Markov Decision Processes IJCAI 2018
Reachability Analysis of Deep Neural Networks with Provable Guarantees IJCAI 2018
Differentiable Submodular Maximization IJCAI 2018
Efficient Adaptive Online Learning via Frequent Directions IJCAI 2018
Cascaded Low Rank and Sparse Representation on Grassmann Manifolds IJCAI 2018
Minimizing Adaptive Regret with One Gradient per Iteration IJCAI 2018
New Balanced Active Learning Model and Optimization Algorithm IJCAI 2018
Online Continuous-Time Tensor Factorization Based on Pairwise Interactive Point Processes IJCAI 2018
Convergence Analysis of Gradient Descent for Eigenvector Computation IJCAI 2018
A Unified Approach for Multi-step Temporal-Difference Learning with Eligibility Traces in Reinforcement Learning IJCAI 2018
Stochastic Fractional Hamiltonian Monte Carlo IJCAI 2018
A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization IJCAI 2018
Semi-Supervised Optimal Margin Distribution Machines IJCAI 2018
Online Kernel Selection via Incremental Sketched Kernel Alignment IJCAI 2018
Distributed Self-Paced Learning in Alternating Direction Method of Multipliers IJCAI 2018
Robust Feature Selection on Incomplete Data IJCAI 2018
On the Convergence Properties of a K-step Averaging Stochastic Gradient Descent Algorithm for Nonconvex Optimization IJCAI 2018
Cost-aware Cascading Bandits IJCAI 2018
Localized Incomplete Multiple Kernel k-means IJCAI 2018
Robust Multi-view Learning via Half-quadratic Minimization IJCAI 2018
Discrete Factorization Machines for Fast Feature-based Recommendation IJCAI 2018
Power-law Distribution Aware Trust Prediction IJCAI 2018
Globally Optimized Mutual Influence Aware Ranking in E-Commerce Search IJCAI 2018