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trend filtering

8 papers

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Co-occurring keywords · papers mentioning both

graph signal processing (3) local adaptivity (2) time series (2) convex optimization (2) global error bound (1) first-order algorithm (1) dual gradient ascent (1) adaptive estimation (1) sparsity-constrained optimization (1) python library (1)

Papers

skscope: Fast Sparsity-Constrained Optimization in Python JMLR 2024 Towards Dynamic Trend Filtering through Trend Point Detection with Reinforcement Learning IJCAI 2024 On Structured Filtering-Clustering: Global Error Bound and Optimal First-Order Algorithms AISTATS 2022 RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering IJCAI 2019 Higher-Order Total Variation Classes on Grids: Minimax Theory and Trend Filtering Methods NeurIPS 2017 Trend Filtering on Graphs JMLR 2016 Trend Filtering on Graphs AISTATS 2015 The Falling Factorial Basis and Its Statistical Applications ICML 2014