58 citations · 121 across the 6 of their papers we have counts for
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Fair Packing and Covering on a Relative Scale
Jelena Diakonikolas, Maryam Fazel, Lorenzo Orecchia
Fair resource allocation is a fundamental optimization problem with applications in operations research, networking, and economic and game theory. Research in these areas has led t…
On Acceleration with Noise-Corrupted Gradients
Michael B. Cohen, Jelena Diakonikolas, Lorenzo Orecchia
Accelerated algorithms have broad applications in large-scale optimization, due to their generality and fast convergence. However, their stability in the practical setting of noise…
Alternating Randomized Block Coordinate Descent
Jelena Diakonikolas, Lorenzo Orecchia
Block-coordinate descent algorithms and alternating minimization methods are fundamental optimization algorithms and an important primitive in large-scale optimization and machine…