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Optimization

14,207 papers

Papers per year

Papers

Probabilistic Line Searches for Stochastic Optimization JMLR 2017
Stabilized Sparse Online Learning for Sparse Data JMLR 2017
Active-set Methods for Submodular Minimization Problems JMLR 2017
STORE: Sparse Tensor Response Regression and Neuroimaging Analysis JMLR 2017
A Nonconvex Approach for Phase Retrieval: Reshaped Wirtinger Flow and Incremental Algorithms JMLR 2017
Matrix Completion with Noisy Entries and Outliers JMLR 2017
Curator: Self-Managing Storage for Enterprise Clusters NSDI 2017
Evaluating the Power of Flexible Packet Processing for Network Resource Allocation NSDI 2017
Robust Validation of Network Designs under Uncertain Demands and Failures NSDI 2017
Pytheas: Enabling Data-Driven Quality of Experience Optimization Using Group-Based Exploration-Exploitation NSDI 2017
Let It Flow: Resilient Asymmetric Load Balancing with Flowlet Switching NSDI 2017
Flowtune: Flowlet Control for Datacenter Networks NSDI 2017
Gaia: Geo-Distributed Machine Learning Approaching LAN Speeds NSDI 2017
Joint Optimization of Robot Design and Motion Parameters using the Implicit Function Theorem RSS 2017
Fast Trajectory Optimization for Agile Quadrotor Maneuvers with a Cable-Suspended Payload RSS 2017
Learning Feasibility Constraints for Multicontact Locomotion of Legged Robots RSS 2017
Hybrid direct collocation and control in the constraint-consistent subspace for dynamic legged robot locomotion RSS 2017
High-Quality Tabletop Rearrangement with Overhand Grasps: Hardness Results and Fast Methods RSS 2017
Model-Based Control Using Koopman Operators RSS 2017
DIRTREL: Robust Trajectory Optimization with Ellipsoidal Disturbances and LQR Feedback RSS 2017
Experience-driven Predictive Control with Robust Constraint Satisfaction under Time-Varying State Uncertainty RSS 2017
Efficient Online Multi-robot Exploration via Distributed Sequential Greedy Assignment RSS 2017
Dynamic Walking on Randomly-Varying Discrete Terrain with One-step Preview RSS 2017
INGEOTEC at SemEval 2017 Task 4: A B4MSA Ensemble based on Genetic Programming for Twitter Sentiment Analysis SEMEVAL 2017
Achieving budget-optimality with adaptive schemes in crowdsourcing NIPS 2016