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Asset Management

Asset management in ML is a discipline that offers engineers the necessary management support for processes and operations on different types of ML assets.

Papers

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Showing 51–87 of 87 papers

TitleStatusHype
Using Machine Learning and Alternative Data to Predict Movements in Market Risk—0
AAMDRL: Augmented Asset Management with Deep Reinforcement Learning—0
Monte Carlo Planning for Stochastic Control on Constrained Markov Decision Processes—0
Multi-Industry Simplex : A Probabilistic Extension of GICS—0
Myopic robust index tracking with Bregman divergence—0
On Biased Correlation Estimation—0
On robust risk-based active-learning algorithms for enhanced decision support—0
Enhancing Optimal Microgrid Planning with Adaptive BESS Degradation Costs and PV Asset Management: An Iterative Post-Optimization Correction Framework—0
Optimizing Portfolio Management and Risk Assessment in Digital Assets Using Deep Learning for Predictive Analysis—0
Option to survive or surrender: carbon asset management and optimization in thermal power enterprises from China—0
PICS: Pipeline for Image Captioning and Search—0
Power transformer faults diagnosis using undestructive methods (Roger and IEC) and artificial neural network for dissolved gas analysis applied on the functional transformer in the Algerian north-eastern: a comparative study—0
Predicting risk/reward ratio in financial markets for asset management using machine learning—0
Predictive Analytics for Water Asset Management: Machine Learning and Survival Analysis—0
Predictive Digital Twin for Condition Monitoring Using Thermal Imaging—0
Proc-GS: Procedural Building Generation for City Assembly with 3D Gaussians—0
Rebalancing-versus-Rebalancing: Improving the fidelity of Loss-versus-Rebalancing—0
Recognising natural capital on the balance sheet: options for water utilities—0
Reinforcement Learning with Intrinsic Affinity for Personalized Prosperity Management—0
Risk-sensitive investment in a finite-factor model—0
RoadAtlas: Intelligent Platform for Automated Road Defect Detection and Asset Management—0
Road Damage Detection Acquisition System based on Deep Neural Networks for Physical Asset Management—0
SaliencyI2PLoc: saliency-guided image-point cloud localization using contrastive learning—0
Sector Rotation by Factor Model and Fundamental Analysis—0
Securities Lending Strategies: Exclusive Valuations and Auction Bids—0
Shai: A large language model for asset management—0
Smart Support for Mission Success—0
S&P500 Forecasting and Trading using Convolution Analysis of Major Asset Classes—0
Stochastic reserving with a stacked model based on a hybridized Artificial Neural Network—0
Straightening skewed markets with an index tracking optimizationless portfolio—0
Supervised Learning based Method for Condition Monitoring of Overhead Line Insulators using Leakage Current Measurement—0
Testing Sharpe ratio: luck or skill?—0
The impact of the AI revolution on asset management—0
FAMMA: A Benchmark for Financial Domain Multilingual Multimodal Question AnsweringCode0
An Empirical Study of Challenges in Machine Learning Asset ManagementCode0
Benchmarking pre-trained text embedding models in aligning built asset informationCode0
Reap the Harvest on Blockchain: A Survey of Yield Farming ProtocolsCode0
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