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Optimization

14,969 papers

Papers per year

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Papers

How Does Knowledge of the AUC Constrain the Set of Possible Ground-Truth Labelings? AAAI 2019
Uncovering Specific-Shape Graph Anomalies in Attributed Graphs AAAI 2019
Oversampling for Imbalanced Data via Optimal Transport AAAI 2019
Weighted Oblique Decision Trees AAAI 2019
Iterative Classroom Teaching AAAI 2019
Parallel Restarted SGD with Faster Convergence and Less Communication: Demystifying Why Model Averaging Works for Deep Learning AAAI 2019
Interpreting Deep Models for Text Analysis via Optimization and Regularization Methods AAAI 2019
Active Mini-Batch Sampling Using Repulsive Point Processes AAAI 2019
RecurJac: An Efficient Recursive Algorithm for Bounding Jacobian Matrix of Neural Networks and Its Applications AAAI 2019
Learning (from) Deep Hierarchical Structure among Features AAAI 2019
Submodular Optimization over Streams with Inhomogeneous Decays AAAI 2019
A Generic Approach to Accelerating Belief Propagation Based Incomplete Algorithms for DCOPs via a Branch-and-Bound Technique AAAI 2019
A Deep Cascade Model for Multi-Document Reading Comprehension AAAI 2019
Measurement Maximizing Adaptive Sampling with Risk Bounding Functions AAAI 2019
Learning Resource Allocation and Pricing for Cloud Profit Maximization AAAI 2019
Sliding Window Temporal Graph Coloring AAAI 2019
Learning Diverse Bayesian Networks AAAI 2019
Efficient Optimal Approximation of Discrete Random Variables for Estimation of Probabilities of Missing Deadlines AAAI 2019
Exact and Approximate Weighted Model Integration with Probability Density Functions Using Knowledge Compilation AAAI 2019
Marginal Inference in Continuous Markov Random Fields Using Mixtures AAAI 2019
MFBO-SSM: Multi-Fidelity Bayesian Optimization for Fast Inference in State-Space Models AAAI 2019
Polynomial-Time Probabilistic Reasoning with Partial Observations via Implicit Learning in Probability Logics AAAI 2019
Randomized Strategies for Robust Combinatorial Optimization AAAI 2019
Anytime Recursive Best-First Search for Bounding Marginal MAP AAAI 2019
Lifted Hinge-Loss Markov Random Fields AAAI 2019