Cover Image

Efficient Exploration of the Rashomon Set of Rule Set Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ciaperoni, Martino, Xiao, Han, Gionis, Aristides
Format:	Preprint
Published:	2024
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Khatri-Rao Clustering for Data Summarization
by: Ciaperoni, Martino, et al.
Published: (2026)

Sample and Expand: Discovering Low-rank Submatrices With Quality Guarantees
by: Ciaperoni, Martino, et al.
Published: (2025)

Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation
by: Hsu, Hsiang, et al.
Published: (2024)

CASHomon Sets: Efficient Rashomon Sets Across Multiple Model Classes and their Hyperparameters
by: Ewald, Fiona Katharina, et al.
Published: (2026)

DIVERSE: Disagreement-Inducing Vector Evolution for Rashomon Set Exploration
by: Eerlings, Gilles, et al.
Published: (2026)

From Rashomon Theory to PRAXIS: Efficient Decision Tree Rashomon Sets
by: Heile, Zakk, et al.
Published: (2026)

Exploration of the Rashomon Set Assists Trustworthy Explanations for Medical Data
by: Kobylińska, Katarzyna, et al.
Published: (2023)

Practical Attribution Guidance for Rashomon Sets
by: Li, Sichao, et al.
Published: (2024)

Resolving Predictive Multiplicity for the Rashomon Set
by: Haghighat, Parian, et al.
Published: (2026)

Fair PCA, One Component at a Time
by: Matakos, Antonis, et al.
Published: (2025)

Unique Rashomon Sets for Robust Active Learning
by: Nguyen, Simon, et al.
Published: (2025)

Rashomon Sets and Model Multiplicity in Federated Learning
by: Heilmann, Xenia, et al.
Published: (2026)

ElliCE: Efficient and Provably Robust Algorithmic Recourse via the Rashomon Sets
by: Turbal, Bohdan, et al.
Published: (2026)

VAR: Visual Analysis for Rashomon Set of Machine Learning Models' Performance
by: Jin, Yuanzhe
Published: (2025)

Evaluating the Ability of Explanations to Disambiguate Models in a Rashomon Set
by: Rawal, Kaivalya, et al.
Published: (2026)

The Double-Edged Nature of the Rashomon Set for Trustworthy Machine Learning
by: Hsu, Ethan, et al.
Published: (2025)

Partial Order in Chaos: Consensus on Feature Attributions in the Rashomon Set
by: Laberge, Gabriel, et al.
Published: (2021)

Efficient Banzhaf-Based Data Valuation for $k$-Nearest Neighbors Classification
by: Zhang, Guangyi, et al.
Published: (2026)

Fairness-aware PageRank via Edge Reweighting
by: Wang, Honglian, et al.
Published: (2025)

Label-consistent clustering for evolving data
by: Gadekar, Ameet, et al.
Published: (2025)

Horizon-Constrained Rashomon Sets for Chaotic Forecasting
by: Kale, Gauri, et al.
Published: (2026)

SORTeD Rashomon Sets of Sparse Decision Trees: Anytime Enumeration
by: Arslan, Elif, et al.
Published: (2025)

Be Intentional About Fairness!: Fairness, Size, and Multiplicity in the Rashomon Set
by: Dai, Gordon, et al.
Published: (2025)

Fair Clustering for Data Summarization: Improved Approximation Algorithms and Complexity Insights
by: Gadekar, Ameet, et al.
Published: (2024)

Many Ways to be Right: Rashomon Sets for Concept-Based Neural Networks
by: Feng, Shihan, et al.
Published: (2025)

Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time
by: Donnelly, Jon, et al.
Published: (2025)

A Set of Rules for Model Validation
by: Camacho, José
Published: (2025)

Open World Learning Graph Convolution for Latency Estimation in Routing Networks
by: Jin, Yifei, et al.
Published: (2022)

Diversity-aware clustering: Computational Complexity and Approximation Algorithms
by: Thejaswi, Suhas, et al.
Published: (2024)

Probabilistic Truly Unordered Rule Sets
by: Yang, Lincen, et al.
Published: (2024)

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization
by: Langlade, Lucas, et al.
Published: (2025)

Comparing Explanations is Not Enough, Explain the Change: New Standards are Needed to Explain Behavioral Shifts in Large Language Models
by: Ciaperoni, Martino, et al.
Published: (2026)

RuleGenie: SIEM Detection Rule Set Optimization
by: Shukla, Akansha, et al.
Published: (2025)

Doctor Rashomon and the UNIVERSE of Madness: Variable Importance with Unobserved Confounding and the Rashomon Effect
by: Donnelly, Jon, et al.
Published: (2025)

MOSS: Multi-Objective Optimization for Stable Rule Sets
by: Liu, Brian, et al.
Published: (2025)

Efficient and Adaptive Estimation of Local Triadic Coefficients
by: Sarpe, Ilie, et al.
Published: (2025)

The Rashomon Effect for Visualizing High-Dimensional Data
by: Sun, Yiyang, et al.
Published: (2026)

Optimal Rates for Feasible Payoff Set Estimation in Games
by: Barbara, Annalisa, et al.
Published: (2026)

REALITrees: Rashomon Ensemble Active Learning for Interpretable Trees
by: Nguyen, Simon D., et al.
Published: (2026)

Efficient Learning of POMDPs with Known Observation Model in Average-Reward Setting
by: Russo, Alessio, et al.
Published: (2024)