9 citations · 27 across the 15 of their papers we have counts for
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cs.LG2022★ 9 cited
Benchopt: Reproducible, efficient and collaborative optimization benchmarks
Thomas Moreau, Mathurin Massias, Alexandre Gramfort +18
Numerical validation is at the core of machine learning research as it allows to assess the actual impact of new methods, and to confirm the agreement between theory and practice.…
cs.LG2022
Accelerating Non-Negative and Bounded-Variable Linear Regression Algorithms with Safe Screening
Cassio F. Dantas, Emmanuel Soubies, Cédric Févotte
Non-negative and bounded-variable linear regression problems arise in a variety of applications in machine learning and signal processing. In this paper, we propose a technique to…