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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

Layout Analysis on Newspaper Archives

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Explainable Face Verification via Feature-Guided Gradient Backpropagation

PRO-Face C: Privacy-Preserving Recognition of Obfuscated Face via Feature Compensation

Performing and Detecting Backdoor Attacks on Face Recognition Algorithms

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

SIMPLE HIERARCHICAL PLANNING WITH DIFFUSION

Micropreparative Gel Electrophoresis for Purification of Nanoscale Bioconjugates

Efficient Continual Finite-Sum Minimization

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

Residual-based attention in physics-informed neural networks

Post-correction of Historical Text Transcripts with Large Language Models: An Exploratory Study

PRO-Face C: Privacy-Preserving Recognition of Obfuscated Face via Feature Compensation

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

Explainable Face Verification via Feature-Guided Gradient Backpropagation

Performing and Detecting Backdoor Attacks on Face Recognition Algorithms

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

Residual-based attention in physics-informed neural networks

Efficient Continual Finite-Sum Minimization

Post-correction of Historical Text Transcripts with Large Language Models: An Exploratory Study

Micropreparative Gel Electrophoresis for Purification of Nanoscale Bioconjugates

SIMPLE HIERARCHICAL PLANNING WITH DIFFUSION