conftrace_

trend filtering

8 papers

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Co-occurring keywords

graph signal processing (40) local adaptivity (3) time series (435) convex optimization (1321) global error bound (1) first-order algorithm (15) dual gradient ascent (2) adaptive estimation (12) sparsity-constrained optimization (6) python library (24)

Papers

Towards Dynamic Trend Filtering through Trend Point Detection with Reinforcement Learning IJCAI 2024
skscope: Fast Sparsity-Constrained Optimization in Python JMLR 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 NIPS 2017
Trend Filtering on Graphs JMLR 2016
Trend Filtering on Graphs AISTATS 2015
The Falling Factorial Basis and Its Statistical Applications ICML 2014