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Mathematics & Optimization

19,283 papers (0 classified directly here)

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Papers (including subtopics)

Online Nonnegative CP-dictionary Learning for Markovian Data JMLR 2022 Online Nonsubmodular Minimization with Delayed Costs: From Full Information to Bandit Feedback ICML 2022 Online PAC-Bayes Learning NeurIPS 2022 Online Page Migration with ML Advice AISTATS 2022 Online Search with Best-Price and Query-Based Predictions AAAI 2022 Online Task Assignment Problems with Reusable Resources AAAI 2022 On Low-rank Trace Regression under General Sampling Distribution JMLR 2022 Only tails matter: Average-Case Universality and Robustness in the Convex Regime ICML 2022 On Multimarginal Partial Optimal Transport: Equivalent Forms and Computational Complexity AISTATS 2022 On Non-Linear operators for Geometric Deep Learning NeurIPS 2022 On perfectness in Gaussian graphical models AISTATS 2022 On Probabilistic Generalization of Backdoors in Boolean Satisfiability AAAI 2022 On Regularized Square-root Regression Problems: Distributionally Robust Interpretation and Fast Computations JMLR 2022 On reporting scores and agreement for error annotation tasks EMNLP 2022 On Scalable Testing of Samplers NeurIPS 2022 On Structured Filtering-Clustering: Global Error Bound and Optimal First-Order Algorithms AISTATS 2022 On the Complexity of Approximating Multimarginal Optimal Transport JMLR 2022 On the Complexity of Inductively Learning Guarded Clauses AAAI 2022 On the complexity of the optimal transport problem with graph-structured cost AISTATS 2022 On the consistent estimation of optimal Receiver Operating Characteristic (ROC) curve NeurIPS 2022 On the Convergence of Continuous Constrained Optimization for Structure Learning AISTATS 2022 On the Convergence of Inexact Predictor-Corrector Methods for Linear Programming ICML 2022 On the Convergence of Local Stochastic Compositional Gradient Descent with Momentum ICML 2022 On the Convergence of Stochastic Extragradient for Bilinear Games using Restarted Iteration Averaging AISTATS 2022 On the Convergence of Stochastic Multi-Objective Gradient Manipulation and Beyond NeurIPS 2022