Publications associées à Quantifying the Unknown: Data-Driven Approaches and Applications in Energy Systems

Chattez avec Graph Search

Posez n’importe quelle question sur les cours, conférences, exercices, recherches, actualités, etc. de l’EPFL ou essayez les exemples de questions ci-dessous.

AVERTISSEMENT : Le chatbot Graph n'est pas programmé pour fournir des réponses explicites ou catégoriques à vos questions. Il transforme plutôt vos questions en demandes API qui sont distribuées aux différents services informatiques officiellement administrés par l'EPFL. Son but est uniquement de collecter et de recommander des références pertinentes à des contenus que vous pouvez explorer pour vous aider à répondre à vos questions.

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

Quantifying the Unknown: Data-Driven Approaches and Applications in Energy Systems

Graph Chatbot

Chattez avec Graph Search

Machine learning models for prediction of electrochemical properties in supercapacitor electrodes using MXene and graphene nanoplatelets

Reactive collision-free motion generation in joint space via dynamical systems and sampling-based MPC

A Comparative Analysis of Tools & Task Types for Measuring Computational Problem-Solving

Efficient Continual Finite-Sum Minimization

High-Resolution Modeling Without Computation Slowdown for PETALE in CROCUS

Data-Driven Control and Optimization under Noisy and Uncertain Conditions

Reinforcement Learning for Joint Design and Control of Battery-PV Systems

Bayes-optimal Learning of Deep Random Networks of Extensive-width

Data-driven IQC-Based Robust Control Design for Hybrid Micro-disturbance Isolation Platform

Machine learning models for prediction of electrochemical properties in supercapacitor electrodes using MXene and graphene nanoplatelets

High-Resolution Modeling Without Computation Slowdown for PETALE in CROCUS

Efficient Continual Finite-Sum Minimization

A Comparative Analysis of Tools & Task Types for Measuring Computational Problem-Solving

Reinforcement Learning for Joint Design and Control of Battery-PV Systems

Data-Driven Control and Optimization under Noisy and Uncertain Conditions

Bayes-optimal Learning of Deep Random Networks of Extensive-width

Reactive collision-free motion generation in joint space via dynamical systems and sampling-based MPC

Data-driven IQC-Based Robust Control Design for Hybrid Micro-disturbance Isolation Platform