Publications associées à Stochastic Three-Composite Convex Minimization

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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

Stochastic Three-Composite Convex Minimization

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Scalable constrained optimization

Efficient Continual Finite-Sum Minimization

Residual-based attention in physics-informed neural networks

Perturbed Utility Stochastic Traffic Assignment

SIMPLE HIERARCHICAL PLANNING WITH DIFFUSION

Micropreparative Gel Electrophoresis for Purification of Nanoscale Bioconjugates

A Reduced Order Model for Domain Decompositions with Non-conforming Interfaces

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

The complexity of quantum support vector machines

High-order geometric integrators for the variational Gaussian wavepacket dynamics and application to vibronic spectra at finite temperature

Scalable constrained optimization

Residual-based attention in physics-informed neural networks

Efficient Continual Finite-Sum Minimization

Micropreparative Gel Electrophoresis for Purification of Nanoscale Bioconjugates

A Reduced Order Model for Domain Decompositions with Non-conforming Interfaces

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

SIMPLE HIERARCHICAL PLANNING WITH DIFFUSION

Perturbed Utility Stochastic Traffic Assignment

High-order geometric integrators for the variational Gaussian wavepacket dynamics and application to vibronic spectra at finite temperature

The complexity of quantum support vector machines