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Optimization

1,207 papers

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Papers

LeapsAndBounds: A Method for Approximately Optimal Algorithm Configuration ICML 2018
Service Exchange Problem IJCAI 2018
Dynamic Fair Division Problem with General Valuations IJCAI 2018
Quantum Divide-and-Conquer Anchoring for Separable Non-negative Matrix Factorization IJCAI 2018
Faster Training Algorithms for Structured Sparsity-Inducing Norm IJCAI 2018
Differential Equations for Modeling Asynchronous Algorithms IJCAI 2018
Toward Designing Convergent Deep Operator Splitting Methods for Task-specific Nonconvex Optimization IJCAI 2018
A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization IJCAI 2018
Adversarial Task Assignment IJCAI 2018
Optimal Cruiser-Drone Traffic Enforcement Under Energy Limitation IJCAI 2018
Computational Approaches for Stochastic Shortest Path on Succinct MDPs IJCAI 2018
Complexity of Scheduling Charging in the Smart Grid IJCAI 2018
Policy Optimization with Second-Order Advantage Information IJCAI 2018
Gradient Estimation with Simultaneous Perturbation and Compressive Sensing JMLR 2018
Catalyst Acceleration for First-order Convex Optimization: from Theory to Practice JMLR 2018
A Two-Stage Penalized Least Squares Method for Constructing Large Systems of Structural Equations JMLR 2018
RSG: Beating Subgradient Method without Smoothness and Strong Convexity JMLR 2018
Gradient Descent Learns Linear Dynamical Systems JMLR 2018
A New and Flexible Approach to the Analysis of Paired Comparison Data JMLR 2018
Short-term Sparse Portfolio Optimization Based on Alternating Direction Method of Multipliers JMLR 2018
Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine Translation NAACL 2018
Dynamic Query Re-Planning using QOOP OSDI 2018
A sum-product algorithm with polynomials for computing exact derivatives of the likelihood in Bayesian networks PGM 2018
Forward-Backward Splitting for Time-Varying Graphical Models PGM 2018
GPU-Based Max Flow Maps in the Plane RSS 2018