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20172021
most citedGlobally-convergent Iteratively Reweighted Least Squares for Robust Regression Problems

11 citations · 11 across the 4 of their papers we have counts for

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math.OC2021

AGGLIO: Global Optimization for Locally Convex Functions

Debojyoti Dey, Bhaskar Mukhoty, Purushottam Kar

This paper presents AGGLIO (Accelerated Graduated Generalized LInear-model Optimization), a stage-wise, graduated optimization technique that offers global convergence guarantees f…