Probabilistic Dataset Reconstruction from Interpretable Models
Fuente:
arXiv
Saved in:
| Main Authors: | Ferry, Julien, Aïvodji, Ulrich, Gambs, Sébastien, Huguet, Marie-José, Siala, Mohamed |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Taming the Triangle: On the Interplays Between Fairness, Interpretability, and Privacy in Machine Learning
by: Julien Ferry, et al.
Published: (2025)
by: Julien Ferry, et al.
Published: (2025)
Smooth Sensitivity for Learning Differentially-Private yet Accurate Rule Lists
by: Ly, Timothée, et al.
Published: (2024)
by: Ly, Timothée, et al.
Published: (2024)
Conditional Denoising Diffusion Probabilistic Models for Data Reconstruction Enhancement in Wireless Communications
by: Letafati, Mehdi, et al.
Published: (2023)
by: Letafati, Mehdi, et al.
Published: (2023)
Approximate Implication for Probabilistic Graphical Models
by: Kenig, Batya
Published: (2023)
by: Kenig, Batya
Published: (2023)
Collision Resolution in RFID Systems Using Antenna Arrays and Mix Source Separation
by: Siala, Mohamed, et al.
Published: (2025)
by: Siala, Mohamed, et al.
Published: (2025)
Randomized Power Transmission with Optimized Level Selection Probabilities in Uncoordinated Uplink NOMA
by: Sellami, Noura, et al.
Published: (2025)
by: Sellami, Noura, et al.
Published: (2025)
Intensional Inheritance Between Concepts: An Information-Theoretic Interpretation
by: Goertzel, Ben
Published: (2025)
by: Goertzel, Ben
Published: (2025)
The Geometry of Knowing: From Possibilistic Ignorance to Probabilistic Certainty -- A Measure-Theoretic Framework for Epistemic Convergence
by: Jah, Moriba Kemessia
Published: (2026)
by: Jah, Moriba Kemessia
Published: (2026)
When Interpretability Is Unequally Distributed: Fairness in Hybrid Interpretable Models
by: Zare, Ziba Jabbar, et al.
Published: (2026)
by: Zare, Ziba Jabbar, et al.
Published: (2026)
An Optimal, Universal and Agnostic Decoding Method for Message Reconstruction, Bio and Technosignature Detection
by: Zenil, Hector, et al.
Published: (2023)
by: Zenil, Hector, et al.
Published: (2023)
Interpretable Transformation and Analysis of Timelines through Learning via Surprisability
by: Mokryn, Osnat, et al.
Published: (2025)
by: Mokryn, Osnat, et al.
Published: (2025)
Interpretable Diffusion via Information Decomposition
by: Kong, Xianghao, et al.
Published: (2023)
by: Kong, Xianghao, et al.
Published: (2023)
On Theoretical Interpretations of Concept-Based In-Context Learning
by: Tang, Huaze, et al.
Published: (2025)
by: Tang, Huaze, et al.
Published: (2025)
Training Set Reconstruction from Differentially Private Forests: How Effective is DP?
by: Gorgé, Alice, et al.
Published: (2025)
by: Gorgé, Alice, et al.
Published: (2025)
Partial Information Decomposition for Data Interpretability and Feature Selection
by: Westphal, Charles, et al.
Published: (2024)
by: Westphal, Charles, et al.
Published: (2024)
Broadcast Channel Cooperative Gain: An Operational Interpretation of Partial Information Decomposition
by: Tian, Chao, et al.
Published: (2025)
by: Tian, Chao, et al.
Published: (2025)
Interpretability as Compression: Reconsidering SAE Explanations of Neural Activations with MDL-SAEs
by: Ayonrinde, Kola, et al.
Published: (2024)
by: Ayonrinde, Kola, et al.
Published: (2024)
Nyquist Signaling Modulation (NSM): An FTN-Inspired Paradigm Shift in Modulation Design for 6G and Beyond
by: Siala, Mohamed, et al.
Published: (2025)
by: Siala, Mohamed, et al.
Published: (2025)
Physics-Informed Neural Networks for MIMO Beam Map and Environment Reconstruction
by: Chen, Wangqian, et al.
Published: (2025)
by: Chen, Wangqian, et al.
Published: (2025)
Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees
by: Hamman, Faisal, et al.
Published: (2023)
by: Hamman, Faisal, et al.
Published: (2023)
Soft Best-of-n Sampling for Model Alignment
by: Verdun, Claudio Mayrink, et al.
Published: (2025)
by: Verdun, Claudio Mayrink, et al.
Published: (2025)
Large AI Models for Wireless Physical Layer
by: Guo, Jiajia, et al.
Published: (2025)
by: Guo, Jiajia, et al.
Published: (2025)
Large Language Models for Wireless Communications: From Adaptation to Autonomy
by: Liang, Le, et al.
Published: (2025)
by: Liang, Le, et al.
Published: (2025)
The Tournament Tree Method for preference elicitation in Multi-criteria decision-making
by: García-Zamora, Diego, et al.
Published: (2025)
by: García-Zamora, Diego, et al.
Published: (2025)
Successive Refinement in Large-Scale Computation: Advancing Model Inference Applications
by: Esfahanizadeh, Homa, et al.
Published: (2024)
by: Esfahanizadeh, Homa, et al.
Published: (2024)
Measuring Information Distortion in Hierarchical Ultra long Novel Reconstruction:The Optimal Expansion Ratio
by: Shen, Hanwen, et al.
Published: (2025)
by: Shen, Hanwen, et al.
Published: (2025)
Continual Learning-Aided Super-Resolution Scheme for Channel Reconstruction and Generalization in OFDM Systems
by: Chen, Jianqiao, et al.
Published: (2025)
by: Chen, Jianqiao, et al.
Published: (2025)
Radiance-Field Reinforced Pretraining: Scaling Localization Models with Unlabeled Wireless Signals
by: Wang, Guosheng, et al.
Published: (2025)
by: Wang, Guosheng, et al.
Published: (2025)
A Distance Measure for Random Permutation Set: From the Layer-2 Belief Structure Perspective
by: Cheng, Ruolan, et al.
Published: (2025)
by: Cheng, Ruolan, et al.
Published: (2025)
Resource Management for Low-latency Cooperative Fine-tuning of Foundation Models at the Network Edge
by: Wu, Hai, et al.
Published: (2024)
by: Wu, Hai, et al.
Published: (2024)
DICE: Discrete Interpretable Comparative Evaluation with Probabilistic Scoring for Retrieval-Augmented Generation
by: Liu, Shiyan, et al.
Published: (2025)
by: Liu, Shiyan, et al.
Published: (2025)
Cooperative Tri-Point Model-Based Ground-to-Air Coverage Extension in Beyond 5G Networks
by: Cai, Ziwei, et al.
Published: (2024)
by: Cai, Ziwei, et al.
Published: (2024)
Conversational Complexity for Assessing Risk in Large Language Models
by: Burden, John, et al.
Published: (2024)
by: Burden, John, et al.
Published: (2024)
Surprisal and Metaphor Novelty Judgments: Moderate Correlations and Divergent Scaling Effects Revealed by Corpus-Based and Synthetic Datasets
by: Momen, Omar, et al.
Published: (2026)
by: Momen, Omar, et al.
Published: (2026)
Rate-Distortion Guided Knowledge Graph Construction from Lecture Notes Using Gromov-Wasserstein Optimal Transport
by: An, Yuan, et al.
Published: (2025)
by: An, Yuan, et al.
Published: (2025)
Contextuality from Single-State Ontological Models: An Information-Theoretic Obstruction
by: Kim, Song-Ju
Published: (2026)
by: Kim, Song-Ju
Published: (2026)
Learning Unknown Intervention Targets in Structural Causal Models from Heterogeneous Data
by: Yang, Yuqin, et al.
Published: (2023)
by: Yang, Yuqin, et al.
Published: (2023)
Concurrent Brainstorming & Hypothesis Satisfying: An Iterative Framework for Enhanced Retrieval-Augmented Generation (R2CBR3H-SR)
by: Shahmansoori, Arash
Published: (2024)
by: Shahmansoori, Arash
Published: (2024)
An Information-Theoretic Perspective on Variance-Invariance-Covariance Regularization
by: Shwartz-Ziv, Ravid, et al.
Published: (2023)
by: Shwartz-Ziv, Ravid, et al.
Published: (2023)
LLMind: Orchestrating AI and IoT with LLM for Complex Task Execution
by: Cui, Hongwei, et al.
Published: (2023)
by: Cui, Hongwei, et al.
Published: (2023)
Similar Items
-
Taming the Triangle: On the Interplays Between Fairness, Interpretability, and Privacy in Machine Learning
by: Julien Ferry, et al.
Published: (2025) -
Smooth Sensitivity for Learning Differentially-Private yet Accurate Rule Lists
by: Ly, Timothée, et al.
Published: (2024) -
Conditional Denoising Diffusion Probabilistic Models for Data Reconstruction Enhancement in Wireless Communications
by: Letafati, Mehdi, et al.
Published: (2023) -
Approximate Implication for Probabilistic Graphical Models
by: Kenig, Batya
Published: (2023) -
Collision Resolution in RFID Systems Using Antenna Arrays and Mix Source Separation
by: Siala, Mohamed, et al.
Published: (2025)