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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
Machine Learning in Asset Management—Part 2: Portfolio Construction—Weight Optimization. The Journal of Financial Data ScienceCode2
SEBERTNets: Sequence Enhanced BERT Networks for Event Entity Extraction Tasks Oriented to the Finance FieldCode2
Machine Learning in Asset Management—Part 1: Portfolio Construction—Trading StrategiesCode2
Consistency^2: Consistent and Fast 3D Painting with Latent Consistency ModelsCode1
Semi-supervised Anomaly Detection using AutoEncodersCode1
Hierarchical Bayesian Modelling for Knowledge Transfer Across Engineering Fleets via Multitask LearningCode1
FAMMA: A Benchmark for Financial Domain Multilingual Multimodal Question AnsweringCode0
An Empirical Study of Challenges in Machine Learning Asset ManagementCode0
Reap the Harvest on Blockchain: A Survey of Yield Farming ProtocolsCode0
Benchmarking pre-trained text embedding models in aligning built asset informationCode0
Asset management with an ESG mandate—0
Automated Pavement Cracks Detection and Classification Using Deep Learning—0
Bridging the gap between Markowitz planning and deep reinforcement learning—0
Can Interpretable Reinforcement Learning Manage Prosperity Your Way?—0
Climate Physical Risk Assessment in Asset Management—0
Combining Unsupervised and Supervised Learning for Asset Class Failure Prediction in Power Systems—0
Concepts, Components and Collections of Trading Strategies and Market Color—0
Conditional Transfer with Dense Residual Attention: Synthesizing traffic signs from street-view imagery—0
Connecting Sharpe ratio and Student t-statistic, and beyond—0
Cost-informed dimensionality reduction for structural digital twin technologies—0
CrosswalkNet: An Optimized Deep Learning Framework for Pedestrian Crosswalk Detection in Aerial Images with High-Performance Computing—0
Cyberphysical Sequencing for Distributed Asset Management with Broad Traceability—0
Data Fusion and Machine Learning Integration for Transformer Loss of Life Estimation—0
Deep Learning Framework for Infrastructure Maintenance: Crack Detection and High-Resolution Imaging of Infrastructure Surfaces—0
Degradation-Aware Microgrid Optimal Planning: Integrating Dynamic Energy Efficiencies and Second-Life Battery Potential—0
A General Framework on Enhancing Portfolio Management with Reinforcement Learning—0
Dynamic portfolio strategy using clustering approach—0
Dynamic relationship between XRP price and correlation tensor spectra of the transaction network—0
EdgeMLOps: Operationalizing ML models with Cumulocity IoT and thin-edge.io for Visual quality Inspection—0
Enhancement of Power Equipment Management Using Knowledge Graph—0
ETF Portfolio Construction via Neural Network trained on Financial Statement Data—0
Fortify Your Defenses: Strategic Budget Allocation to Enhance Power Grid Cybersecurity—0
From Deep Learning to LLMs: A survey of AI in Quantitative Investment—0
Graphical Models for Financial Time Series and Portfolio Selection—0
Large-scale empirical study on pairs trading for all possible pairs of stocks listed on the first section of the Tokyo Stock Exchange—0
Leveraging the Potential of Novel Data in Power Line Communication of Electricity Grids—0
Liquidity Stress Testing in Asset Management -- Part 1. Modeling the Liability Liquidity Risk—0
Liquidity Stress Testing in Asset Management -- Part 2. Modeling the Asset Liquidity Risk—0
Liquidity Stress Testing in Asset Management -- Part 3. Managing the Asset-Liability Liquidity Risk—0
Long short-term memory networks and laglasso for bond yield forecasting: Peeping inside the black box—0
Long-Term Modeling of Financial Machine Learning for Active Portfolio Management—0
MACeIP: A Multimodal Ambient Context-enriched Intelligence Platform in Smart Cities—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
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