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Optimization

14,969 papers

Papers per year

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Papers

Stochastic Submodular Maximization with Performance-Dependent Item Costs AAAI 2019
Faster Gradient-Free Proximal Stochastic Methods for Nonconvex Nonsmooth Optimization AAAI 2019
Separator-Based Pruned Dynamic Programming for Steiner Tree AAAI 2019
Asynchronous Delay-Aware Accelerated Proximal Coordinate Descent for Nonconvex Nonsmooth Problems AAAI 2019
A Recursive Algorithm for Projected Model Counting AAAI 2019
RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets AAAI 2019
Adaptive Proximal Average Based Variance Reducing Stochastic Methods for Optimization with Composite Regularization AAAI 2019
On Sampling Complexity of the Semidefinite Affine Rank Feasibility Problem AAAI 2019
Revisiting Projection-Free Optimization for Strongly Convex Constraint Sets AAAI 2019
BIRD: Engineering an Efficient CNF-XOR SAT Solver and Its Applications to Approximate Model Counting AAAI 2019
Algorithms for Average Regret Minimization AAAI 2019
Concurrency Debugging with MaxSMT AAAI 2019
Bayesian Functional Optimisation with Shape Prior AAAI 2019
Learning Optimal Classification Trees Using a Binary Linear Program Formulation AAAI 2019
Asynchronous Proximal Stochastic Gradient Algorithm for Composition Optimization Problems AAAI 2019
Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-Convex Optimization AAAI 2019
Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization AAAI 2019
Optimizing in the Dark: Learning an Optimal Solution through a Simple Request Interface AAAI 2019
Generalized Batch Normalization: Towards Accelerating Deep Neural Networks AAAI 2019
Solving Imperfect-Information Games via Discounted Regret Minimization AAAI 2019
Balancing Relevance and Diversity in Online Bipartite Matching via Submodularity AAAI 2019
Online Pandora’s Boxes and Bandits AAAI 2019
Online Convex Optimization for Sequential Decision Processes and Extensive-Form Games AAAI 2019
Fair Knapsack AAAI 2019
Solving Partially Observable Stochastic Games with Public Observations AAAI 2019