366 citations
- IBM Research - IrelandIE50 papers
- University College DublinIE9 papers
- University of Colorado BoulderUS4 papers
- Lehigh UniversityUS3 papers
- Massachusetts Institute of TechnologyUS3 papers
- National University of Ireland, MaynoothIE3 papers
- École Polytechnique Fédérale de LausanneCH2 papers
- IBM (United States)US2 papers
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- National Laboratory of the RockiesUS2 papers
- The University of Texas at AustinUS2 papers
- Universidade Estadual de Campinas (UNICAMP)BR2 papers
53 papers
AssetOpsBench: Benchmarking AI Agents for Task Automation in Industrial Asset Operations and Maintenance
Dhaval Patel, Shuxin Lin, James Rayfield +7
AI for Industrial Asset Lifecycle Management aims to automate complex operational workflows, such as condition monitoring and maintenance scheduling, to minimize system downtime. W…
FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning System
Weizhao Jin, Yuhang Yao, Shanshan Han +5
Federated Learning trains machine learning models on distributed devices by aggregating local model updates instead of local data. However, privacy concerns arise as the aggregated…
Quantum Computing for Finance: State of the Art and Future Prospects
Daniel J. Egger, Claudio Gambella, Jakub Marecek +6
This article outlines our point of view regarding the applicability, state-of-the-art, and potential of quantum computing for problems in finance. We provide an introduction to qua…
Neural Ordinary Differential Equation based Recurrent Neural Network Model
Mansura Habiba, Barak A. Pearlmutter
Neural differential equations are a promising new member in the neural network family. They show the potential of differential equations for time series data analysis. In this pape…
A Fair and Privacy-Aware EV Discharging Strategy using Decentralized Whale Optimization Algorithm for Minimizing Cost of EVs and the EV Aggregator
Yingqi Gu, Mingming Liu
A key motivation to fasten roll-out of electric vehicles (EVs) to the market is to implement Vehicle-to-Grid (V2G) functionalities. With V2G in place, EV owners can have extra free…
A city-scale IoT-enabled ridesharing platform
Claudio Gambella, Julien Monteil, Anton Dekusar +3
The advent of on-demand mobility systems is expected to have a tremendous potential on the wellness of transportation users in cities. Yet such positive effects are reached when th…