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Robust Structured Estimation with Single-Index Models
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Robust Submodular Maximization A Non-Uniform Partitioning Approach
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Rule-Enhanced Penalized Regression by Column Generation using Rectangular Maximum Agreement
Rule-EnhancedPenalizedRegressionbyColumnGenerationusingRectangularMaximumAgreementJonathanEckstein1NoamGoldberg2AiKagawa3Abstractaparticularfunctionalformforfˆ(x)(forexample,anafﬁnefunctionofx)an...
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Robust Budget Allocation via Continuous Submodular Functions
RobustBudgetAllocationviaContinuousSubmodularFunctionsMatthewStaib1StefanieJegelka1Abstractpersontisweightedwithaprobabilitypstthat,e.g.,anadvertisementonradiostationswillinﬂuencepersonttoTheoptim...
2023-11-121918719.44 KB11页16
Robust Guarantees of Stochastic Greedy Algorithms
RobustGuaranteesofStochasticGreedyAlgorithmsAvinatanHassidim1YaronSinger2Abstractf(H).Manyfundamentalmeasuressuchasentropy,di-versity,andclusteringcanbemodeledassubmodularfunc-Inthispaperweanalyzet...
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Robust Gaussian Graphical Model Estimation with Arbitrary Corruption
RobustGaussianGraphicalModelEstimationwithArbitraryCorruptionLingxiaoWang1QuanquanGu1Abstracttheprecisionmatrix⇥⇤correspondstoparameterestima-tion,andspecifyingthenon-zerosetof⇥⇤correspondstoWe...
2023-11-121232855.65 KB10页29
Re-revisiting Learning on Hypergraphs Confidence Interval and Subgradient Method
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Risk Bounds for Transferring Representations With and Without Fine-Tuning
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Robust Adversarial Reinforcement Learning
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Regret Minimization in Behaviorally-Constrained Zero-Sum Games
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Reinforcement Learning with Deep Energy-Based Policies
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Relative Fisher Information and Natural Gradient for Learning Large Modular Models
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Regularising Non-linear Models Using Feature Side-information
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Resource-efficient Machine Learning in 2 KB RAM for the Internet of Things
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Recurrent Highway Networks
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Real-Time Adaptive Image Compression
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Recursive Partitioning for Personalization using Observational Data
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Reduced Space and Faster Convergence in Imperfect-Information Games via Pruning
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Prox-PDA The Proximal Primal-Dual Algorithm for Fast Distributed Nonconvex Optimization and Learning Over Networks
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