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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 1–50 of 87 papers

TitleStatusHype
SEBERTNets: Sequence Enhanced BERT Networks for Event Entity Extraction Tasks Oriented to the Finance FieldCode2
Machine Learning in Asset Management—Part 2: Portfolio Construction—Weight Optimization. The Journal of Financial Data ScienceCode2
Machine Learning in Asset Management—Part 1: Portfolio Construction—Trading StrategiesCode2
Consistency^2: Consistent and Fast 3D Painting with Latent Consistency ModelsCode1
Hierarchical Bayesian Modelling for Knowledge Transfer Across Engineering Fleets via Multitask LearningCode1
Semi-supervised Anomaly Detection using AutoEncodersCode1
CrosswalkNet: An Optimized Deep Learning Framework for Pedestrian Crosswalk Detection in Aerial Images with High-Performance Computing—0
Deep Learning Framework for Infrastructure Maintenance: Crack Detection and High-Resolution Imaging of Infrastructure Surfaces—0
Climate Physical Risk Assessment in Asset Management—0
From Deep Learning to LLMs: A survey of AI in Quantitative Investment—0
Degradation-Aware Microgrid Optimal Planning: Integrating Dynamic Energy Efficiencies and Second-Life Battery Potential—0
The Role of Deep Learning in Financial Asset Management: A Systematic Review—0
EdgeMLOps: Operationalizing ML models with Cumulocity IoT and thin-edge.io for Visual quality Inspection—0
SaliencyI2PLoc: saliency-guided image-point cloud localization using contrastive learning—0
Proc-GS: Procedural Building Generation for City Assembly with 3D Gaussians—0
Benchmarking pre-trained text embedding models in aligning built asset informationCode0
Predictive Digital Twin for Condition Monitoring Using Thermal Imaging—0
Rebalancing-versus-Rebalancing: Improving the fidelity of Loss-versus-Rebalancing—0
FAMMA: A Benchmark for Financial Domain Multilingual Multimodal Question AnsweringCode0
MACeIP: A Multimodal Ambient Context-enriched Intelligence Platform in Smart Cities—0
Cost-informed dimensionality reduction for structural digital twin technologies—0
Supervised Learning based Method for Condition Monitoring of Overhead Line Insulators using Leakage Current Measurement—0
Towards Automated Solution Recipe Generation for Industrial Asset Management with LLM—0
Monte Carlo Planning for Stochastic Control on Constrained Markov Decision Processes—0
Automated Pavement Cracks Detection and Classification Using Deep Learning—0
Application of Deep Learning for Factor Timing in Asset Management—0
Asset management, condition monitoring and Digital Twins: damage detection and virtual inspection on a reinforced concrete bridge—0
Asset management with an ESG mandate—0
Optimizing Portfolio Management and Risk Assessment in Digital Assets Using Deep Learning for Predictive Analysis—0
An Empirical Study of Challenges in Machine Learning Asset ManagementCode0
Enhancing Optimal Microgrid Planning with Adaptive BESS Degradation Costs and PV Asset Management: An Iterative Post-Optimization Correction Framework—0
PICS: Pipeline for Image Captioning and Search—0
Recognising natural capital on the balance sheet: options for water utilities—0
Shai: A large language model for asset management—0
Fortify Your Defenses: Strategic Budget Allocation to Enhance Power Grid Cybersecurity—0
Sector Rotation by Factor Model and Fundamental Analysis—0
Predicting risk/reward ratio in financial markets for asset management using machine learning—0
Multi-Industry Simplex : A Probabilistic Extension of GICS—0
Adaptive Liquidity Provision in Uniswap V3 with Deep Reinforcement Learning—0
Dynamic relationship between XRP price and correlation tensor spectra of the transaction network—0
The impact of the AI revolution on asset management—0
Long-Term Modeling of Financial Machine Learning for Active Portfolio Management—0
VideoMap: Supporting Video Editing Exploration, Brainstorming, and Prototyping in the Latent Space—0
Reap the Harvest on Blockchain: A Survey of Yield Farming ProtocolsCode0
Leveraging the Potential of Novel Data in Power Line Communication of Electricity Grids—0
A Maintenance Planning Framework using Online and Offline Deep Reinforcement Learning—0
ETF Portfolio Construction via Neural Network trained on Financial Statement Data—0
AI in Asset Management and Rebellion Research—0
Reinforcement Learning with Intrinsic Affinity for Personalized Prosperity Management—0
Straightening skewed markets with an index tracking optimizationless portfolio—0
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