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Update 2025-05-01-filtering-1d.md
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- L1-Trend Filtering (solve with CVXPY): https://www.cvxpy.org/examples/applications/l1_trend_filter.html.
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- TV-1D Filter Theory: https://github.com/benchopt/benchmark_tv_1d .
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- Evaluate profile filtering.
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- Cite Hampel Variant Article when published

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