Publications associées à A Regularized Robust Design Criterion for Uncertain Data

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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

A Regularized Robust Design Criterion for Uncertain Data

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Efficient Continual Finite-Sum Minimization

Hypergraph-Based Fast Distributed AC Power Flow Optimization

Constrained Form-Finding of Tension-Compression Structures using Automatic Differentiation

ExG Signal Feature Selection Using Hyperdimensional Computing Encoding

Experimental data-driven model predictive control of a hospital HVAC system during regular use

Information Retrieval Under Network Uncertainty: Robust Internet Ranking

A Newton Frank-Wolfe method for constrained self-concordant minimization

Addressing fairness in classification with a model-agnostic multi-objective algorithm

A Unifying Representer Theorem for Inverse Problems and Machine Learning

Functional Penalised Basis Pursuit on Spheres

A Unifying Representer Theorem for Inverse Problems and Machine Learning

A Newton Frank-Wolfe method for constrained self-concordant minimization

Constrained Form-Finding of Tension-Compression Structures using Automatic Differentiation

Experimental data-driven model predictive control of a hospital HVAC system during regular use

Functional Penalised Basis Pursuit on Spheres

Hypergraph-Based Fast Distributed AC Power Flow Optimization

Addressing fairness in classification with a model-agnostic multi-objective algorithm

Information Retrieval Under Network Uncertainty: Robust Internet Ranking

Efficient Continual Finite-Sum Minimization

ExG Signal Feature Selection Using Hyperdimensional Computing Encoding