Explainability of Complex AI Models with Correlation Impact Ratio
Fuente:
arXiv
Guardado en:
| Autores principales: | Sengupta, Poushali, Khadka, Rabindra, Maharjan, Sabita, Eliassen, Frank, Zhang, Yan, Pandey, Shashi Raj, Lind, Pedro G., Yazidi, Anis |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Correlation-Aware Feature Attribution Based Explainable AI
por: Sengupta, Poushali, et al.
Publicado: (2025)
por: Sengupta, Poushali, et al.
Publicado: (2025)
Context Dependence and Reliability in Autoregressive Language Models
por: Sengupta, Poushali, et al.
Publicado: (2026)
por: Sengupta, Poushali, et al.
Publicado: (2026)
Adaptive Quantum-Safe Cryptography for 6G Vehicular Networks via Context-Aware Optimization
por: Sengupta, Poushali, et al.
Publicado: (2026)
por: Sengupta, Poushali, et al.
Publicado: (2026)
Reliable Explanations or Random Noise? A Reliability Metric for XAI
por: Sengupta, Poushali, et al.
Publicado: (2026)
por: Sengupta, Poushali, et al.
Publicado: (2026)
X-NegoBox: An Explainable Privacy-Budget Negotiation Framework for Secure Peer-to-Peer Energy Data Exchange
por: Sengupta, Poushali, et al.
Publicado: (2026)
por: Sengupta, Poushali, et al.
Publicado: (2026)
Privacy-Utility-Fairness: A Balanced Approach to Vehicular-Traffic Management System
por: Sengupta, Poushali, et al.
Publicado: (2025)
por: Sengupta, Poushali, et al.
Publicado: (2025)
DREAMS: A python framework for Training Deep Learning Models on EEG Data with Model Card Reporting for Medical Applications
por: Khadka, Rabindra, et al.
Publicado: (2024)
por: Khadka, Rabindra, et al.
Publicado: (2024)
EEG-MSAF: An Interpretable Microstate Framework uncovers Default-Mode Decoherence in Early Neurodegeneration
por: Hasan, Mohammad Mehedi, et al.
Publicado: (2025)
por: Hasan, Mohammad Mehedi, et al.
Publicado: (2025)
From Video to EEG: Adapting Joint Embedding Predictive Architecture to Uncover Saptiotemporal Dynamics in Brain Signal Analysis
por: Hojjati, Amirabbas, et al.
Publicado: (2025)
por: Hojjati, Amirabbas, et al.
Publicado: (2025)
Two-Sample Testing for Multivariate Cross-Correlation Functions with Applications to Gut-Brain Reward Learning
por: Ray, Bhaskar, et al.
Publicado: (2026)
por: Ray, Bhaskar, et al.
Publicado: (2026)
An Explainable AI Model for Predicting the Recurrence of Differentiated Thyroid Cancer
por: Ahmad, Mohammad Al-Sayed, et al.
Publicado: (2024)
por: Ahmad, Mohammad Al-Sayed, et al.
Publicado: (2024)
Feature Impact Analysis on Top Long-Jump Performances with Quantile Random Forest and Explainable AI Techniques
por: Gan, Qi, et al.
Publicado: (2025)
por: Gan, Qi, et al.
Publicado: (2025)
Pedestrian crash causation analysis near bus stops: Insights from random parameters Negative Binomial-Lindley model
por: Anis, Mohammad, et al.
Publicado: (2024)
por: Anis, Mohammad, et al.
Publicado: (2024)
Saccade crossing avoidance as a visual search strategy
por: Szorkovszky, Alex, et al.
Publicado: (2025)
por: Szorkovszky, Alex, et al.
Publicado: (2025)
The dynamical law behind eye movements: distinguishing between Lévy and intermittent strategies
por: Lencastre, Pedro, et al.
Publicado: (2025)
por: Lencastre, Pedro, et al.
Publicado: (2025)
Learning from geometry-aware near misses to real-time COR: A corridor-wide grouped random parameters GEV framework
por: Anis, Mohammad, et al.
Publicado: (2025)
por: Anis, Mohammad, et al.
Publicado: (2025)
Security, privacy, and agentic AI in a regulatory view: From definitions and distinctions to provisions and reflections
por: Zhang, Shiliang, et al.
Publicado: (2026)
por: Zhang, Shiliang, et al.
Publicado: (2026)
Unraveling the Complexity of the Ne/Nc Ratio for Conservation of Large and Widespread Pelagic Fish Species: Current Status and Challenges
por: Chrystelle Delord, et al.
Publicado: (2024)
por: Chrystelle Delord, et al.
Publicado: (2024)
Explainable Educational AI: Integrating Symbolic Reasoning and Diffusion Models for Transparent Knowledge Tracing
por: Feng Feng, et al.
Publicado: (2026)
por: Feng Feng, et al.
Publicado: (2026)
Explainable Linear and Generalized Linear Models by the Predictions Plot
por: Rousseeuw, Peter J.
Publicado: (2024)
por: Rousseeuw, Peter J.
Publicado: (2024)
Modeling Eye Gaze Velocity Trajectories using GANs with Spectral Loss for Enhanced Fidelity
por: Bhandari, Shailendra, et al.
Publicado: (2024)
por: Bhandari, Shailendra, et al.
Publicado: (2024)
xxAI - Beyond Explainable AI
Publicado: (2022)
Publicado: (2022)
Real-time risk estimation for active road safety: Leveraging Waymo AV sensor data with hierarchical Bayesian extreme value models
por: Anis, Mohammad, et al.
Publicado: (2024)
por: Anis, Mohammad, et al.
Publicado: (2024)
Impact of basic artificial intelligence (AI) course on understanding concepts, literacy, and empowerment in the field of AI among students
por: Yan Hua Chen, et al.
Publicado: (2024)
por: Yan Hua Chen, et al.
Publicado: (2024)
Cenergy3: An API for City Energy 3D Modeling
por: Zhang, Shiliang, et al.
Publicado: (2025)
por: Zhang, Shiliang, et al.
Publicado: (2025)
Improved Risk Ratio Approximation by Complementary Log-Log Models: A Comparison with Logistic Models
por: Tsubota, Yuji, et al.
Publicado: (2025)
por: Tsubota, Yuji, et al.
Publicado: (2025)
Approximate Bayesian inference for high-resolution spatial disaggregation using alternative data sources
por: Pakrashi, Anis, et al.
Publicado: (2024)
por: Pakrashi, Anis, et al.
Publicado: (2024)
Testing for the Network Small-World Property
por: Lovekar, Kartik, et al.
Publicado: (2021)
por: Lovekar, Kartik, et al.
Publicado: (2021)
Probabilistic Forecasting of Climate Policy Uncertainty: The Role of Macro-financial Variables and Google Search Data
por: Besher, Donia, et al.
Publicado: (2025)
por: Besher, Donia, et al.
Publicado: (2025)
Cenergy3: An Open Software Package for City Energy 3D Modeling
por: Zhang, Shiliang, et al.
Publicado: (2026)
por: Zhang, Shiliang, et al.
Publicado: (2026)
Penalized Linear Models for Highly Correlated High-Dimensional Immunophenotyping Data
por: Dong, Xiaoru, et al.
Publicado: (2025)
por: Dong, Xiaoru, et al.
Publicado: (2025)
Influential Factors in Increasing an Amazon products Sales Rank
por: Chen, Ben, et al.
Publicado: (2024)
por: Chen, Ben, et al.
Publicado: (2024)
Estimation and Inference for Causal Explainability
por: Zhang, Weihan, et al.
Publicado: (2025)
por: Zhang, Weihan, et al.
Publicado: (2025)
Estimating and Correcting Degree Ratio Bias in the Network Scale-up Method
por: Laga, Ian, et al.
Publicado: (2023)
por: Laga, Ian, et al.
Publicado: (2023)
A Theoretical Framework Bridging Model Validation and Loss Ratio in Insurance
por: Hedges, C. Evans
Publicado: (2025)
por: Hedges, C. Evans
Publicado: (2025)
A semi-parametric model for assessing the effect of temperature on ice accumulation rate from Antarctic ice core data
por: Srivastava, Radhendushka, et al.
Publicado: (2023)
por: Srivastava, Radhendushka, et al.
Publicado: (2023)
Adapting Quantile Mapping to Bias Correct Solar Radiation Data
por: Bailey, Maggie D., et al.
Publicado: (2024)
por: Bailey, Maggie D., et al.
Publicado: (2024)
Temporal and spatial downscaling for solar radiation
por: Bailey, Maggie, et al.
Publicado: (2024)
por: Bailey, Maggie, et al.
Publicado: (2024)
Disregard of aquatic shrews in the Environmental Impact Assessment reports regarding hydropower dams in the Nepal Himalayas
por: Sagar Dahal, et al.
Publicado: (2024)
por: Sagar Dahal, et al.
Publicado: (2024)
The Prosecutor's Fallacy and Expert Testimony: A Modern Take Using Likelihood Ratios
por: Cuellar, Maria
Publicado: (2025)
por: Cuellar, Maria
Publicado: (2025)
Ejemplares similares
-
Correlation-Aware Feature Attribution Based Explainable AI
por: Sengupta, Poushali, et al.
Publicado: (2025) -
Context Dependence and Reliability in Autoregressive Language Models
por: Sengupta, Poushali, et al.
Publicado: (2026) -
Adaptive Quantum-Safe Cryptography for 6G Vehicular Networks via Context-Aware Optimization
por: Sengupta, Poushali, et al.
Publicado: (2026) -
Reliable Explanations or Random Noise? A Reliability Metric for XAI
por: Sengupta, Poushali, et al.
Publicado: (2026) -
X-NegoBox: An Explainable Privacy-Budget Negotiation Framework for Secure Peer-to-Peer Energy Data Exchange
por: Sengupta, Poushali, et al.
Publicado: (2026)