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Efficient Continual Finite-Sum Minimization

Volkan Cevher, Efstratios Panteleimon Skoulakis, Leello Tadesse Dadi

Given a sequence of functions

f_1,\ldots,f_n

with

f_i:\mathcal{D}\mapsto \mathbb{R}

, finite-sum minimization seeks a point

{x}^\star \in \mathcal{D}

minimizing

\sum_{j=1}^nf_j(x)/n

. In this work, we propose a key twist into the finite-sum minimizat ...

2024

Fonction convexe

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Stability of the Faber-Krahn inequality for the short-time Fourier transform

Data-driven LPV Control for Micro-disturbance Rejection in a Hybrid Isolation Platform

Efficient Continual Finite-Sum Minimization

Experimental characterization and stochastic models for time-dependent rupture of thin-ply composite laminates

Non-parametric IQC Multipliers in Data-Driven Robust Controller Synthesis

Stochastic homogenization of degenerate integral functionals with linear growth

Localizing Unsynchronized Sensors With Unknown Sources

Code for project entitled "study on conformal antennas, proof of concept prototype for a UAV"

Perturbed Utility Stochastic Traffic Assignment

Experimental characterization and stochastic models for time-dependent rupture of thin-ply composite laminates

WILD SOLUTIONS TO SCALAR EULER-LAGRANGE EQUATIONS

Data-driven LPV Control for Micro-disturbance Rejection in a Hybrid Isolation Platform

Efficient Continual Finite-Sum Minimization

Non-parametric IQC Multipliers in Data-Driven Robust Controller Synthesis

Stability of the Faber-Krahn inequality for the short-time Fourier transform

Localizing Unsynchronized Sensors With Unknown Sources

Stochastic homogenization of degenerate integral functionals with linear growth