Publications associées à Introduction to optimization on smooth manifolds: first order methods

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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

Introduction to optimization on smooth manifolds: first order methods

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Generalization of Scaled Deep ResNets in the Mean-Field Regime

Shape Holomorphy of Boundary Integral Operators on Multiple Open Arcs

Characterization of Transverse Instabilities Driven by Electron Cloud

Pyroelectricity in poled all-organic polar polynorbornene/polydimethylsiloxane-based stretchable electrets

Null energy constraints on two-dimensional RG flows

Mapping orthorhombic domains with geometrical phase analysis in rare-earth nickelate heterostructures

Efficient Continual Finite-Sum Minimization

Accelerator-driven Data Arrangement to Minimize Transformers Run-time on Multi-core Architectures

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

Multimaterial Volumetric Printing of Silica-Based Glasses

Characterization of Transverse Instabilities Driven by Electron Cloud

Pyroelectricity in poled all-organic polar polynorbornene/polydimethylsiloxane-based stretchable electrets

Null energy constraints on two-dimensional RG flows

Generalization of Scaled Deep ResNets in the Mean-Field Regime

Shape Holomorphy of Boundary Integral Operators on Multiple Open Arcs

Mapping orthorhombic domains with geometrical phase analysis in rare-earth nickelate heterostructures

Efficient Continual Finite-Sum Minimization

Accelerator-driven Data Arrangement to Minimize Transformers Run-time on Multi-core Architectures

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

Multimaterial Volumetric Printing of Silica-Based Glasses