| 1 | A Generalization of Amari's Bayesian Duality | Mohammad Emtiyaz Khan, Thomas Möllenhoff | cs.AI | 2026-09-08 |
| 2 | High-Magnetization Sampling at Low Temperatures: Ising Models and Bayesian Sparse Linear Regression | Syamantak Kumar, Purnamrita Sarkar, Kevin Tian +1 | cs.DS | 2026-09-08 |
| 3 | PAC-Bayesian Bounds for Learning Partially Observed Stochastic Linear Time-Invariant State-Space Systems with Inputs and Sub-Gaussian Noise | Mihaly Petreczky, Mohamad Al Ahdab, John Leth | cs.LG | 2026-09-08 |
| #4 | Flexible Spectral-Normalized Neural Gaussian Process for Dynamic Aperture Prediction | Yousra El-Bachir, Frederik Van der Veken, Davide di Croce +4 | physics.acc-ph | 2026-09-08 |
| #5 | Geometry-Aware Bayesian Parameter-Efficient Fine-Tuning on the Stiefel Manifold via Stein Variational Gradient Descent | Quang-Duy Tran, Trung Le, Bao Duong +2 | cs.LG | 2026-09-08 |
| #6 | LEBGen: An LLM-Enhanced Bayesian Network Framework for Few-Shot Travel Survey Data Generation | Zijian Shen, Bin Zhou, Jiguang Wang +2 | cs.AI | 2026-09-08 |
| #7 | Artificial Intelligence-Assisted Digital Inventory of Cultural Heritage & Traditional Knowledge: Case for Indonesian Open Digital Library of Culture | Hokky Situngkir | cs.AI | 2026-09-08 |
| #8 | Bayesian Matrix-Valued Graphs for Context-Dependent Multivariate Relationships | Papri Dey | stat.ME | 2026-09-07 |
| #9 | The Role of Uncertainty in Assessing the Fairness of Machine Learning Models | Francesca Panero, Ernst C. Wit, Marco Scutari | stat.ML | 2026-09-07 |
| #10 | AVCG: A Generalized Variational Framework for Counterfactual Generation under Hypothesis Distributions | Jamie Duell, Alejandro Jimenez Rodriguez, Mahault Albarracin | cs.LG | 2026-09-07 |
| #11 | Thermodynamic Cyclic Processes with Markov Samplers in Bayesian Inference | Heinrich von Campe, Bjoern Malte Schaefer | stat.CO | 2026-09-07 |
| #12 | The Art of Hierarchical Competing Patterns: Gaussian Process Optimization of Hyphenation | Ondřej Sojka, Petr Sojka | cs.CL | 2026-09-07 |
| #13 | Same Problem, Different Field: Cross-Domain Solution Import via Domain-Stripped Computational Fingerprints | Eryk Kulikowski | cs.DL | 2026-09-07 |
| #14 | TASTE: Throughput-Aware Batch Size Tuning for On-Device Edge Learning | Avik Bhatnagar, Federico Nicolas Peccia, Oliver Bringmann | cs.LG | 2026-09-07 |
| #15 | Human-agent discovery of reconfigurable in-plane ferroelectric superdomain control | Yu Liu, Boris Slautin, Ching-Che Lin +3 | cond-mat.mtrl-sci | 2026-09-07 |
| #16 | Constrained Bayesian Optimization for Hierarchical Federated Learning in IoT Networks for Plant Disease Classification | Athanasios Papanikolaou, Athanasios Tziouvaras, Apostolos Xenakis +6 | cs.LG | 2026-09-06 |
| #17 | Learning Kernels by Alignment for Multiclass Bayes Classification | Hollan Haule, Alfredo Gonzalez-Sulser, Javier Escudero | cs.LG | 2026-09-06 |
| #18 | Decomposing LLM-Judge Uncertainty to Target Expert Labels | Ryan Lail | cs.CL | 2026-09-06 |
| #19 | Cross-Domain Tracker Adaptation Without Target-Domain Labels via Vision-Language Agents | Daniel Davila, Ravikumar Balakrishnan, Mike Cochran | cs.CV | 2026-09-04 |
| #20 | PAC-Bayesian Reconstruction Guarantees for Time Series Variational Autoencoders | Chloé Hashimoto-Cullen, Ghislain Agoua, Benjamin Guedj +1 | stat.ML | 2026-09-04 |
| #21 | The Mirror Agent Model: a Bayesian Architecture for Interpretable Agent Behavior | Michele Persiani, Thomas Hellström | cs.AI | 2026-09-04 |
| #22 | Unifying ICL, SFT, KL-Regularized RL Through a Bayesian Lens | Junxin Fan | cs.AI | 2026-09-04 |
| #23 | Amortizing Scaling Law Construction Costs | Abhash Kumar Jha, Diana Alexandra Onuţu, Neeratyoy Mallik +6 | cs.LG | 2026-09-04 |
| #24 | Subspace Inference Enables Efficient Active Reward Learning from Preferences | Yutai Zhou, Erdem Bıyık | cs.LG | 2026-09-03 |
| #25 | Semantic Bayesian World Models | Tommaso Soru | cs.AI | 2026-09-03 |
| #26 | Genetic Algorithms for Tractable Bayesian Network Fusion via Pre-Fusion Edge Pruning | Pablo Torrijos, José A. Gámez, José M. Puerta +1 | cs.NE | 2026-09-03 |
| #27 | Learning Informative Prior with Infinite-Dimensional Continuous Normalizing Flow for Bayesian Inverse Problem | Yang Zhao, Junxiong Jia, Tao Zhou | math.NA | 2026-09-03 |
| #28 | Risk and Anomaly Identification for Distribution Network Optimal Operation Based on Reinforcement Learning and Uncertainty Quantification | Ziqi Zhang | cs.LG | 2026-09-03 |
| #29 | IDSPACE: A Novel Document Generator for Reliable Evaluation of Digital Identity Verification Systems [Extended Technical Report] | Lulu Xie, Yancheng Wang, Kanchan Chowdhury +3 | cs.CV | 2026-09-02 |
| #30 | Do Tabular Foundation Models Know Physics? Contamination, Units, and the Deterministic Limit | Wassim Tenachi, Yashar Hezaveh, Laurence Perreault Levasseur +1 | cs.LG | 2026-09-02 |
| #31 | No-Regret Bayesian Optimization with Finite-Library Input-Warped Kernels | Edvin Ketabati Augustinsson, Robert A. Bridges | cs.LG | 2026-09-02 |
| #32 | HyperMC: Multi-Fidelity Hyperparameter Tuning for Stochastic Gradient MCMC | Ming Tan, Xiyun Jiao | stat.ML | 2026-09-02 |
| #33 | Scalable Bayesian Optimization of Composite Functions for Image-Based Inverse Problems in Materials Characterization | Dasol Yoon, Poompol Buathong, Chia-Hao Lee +3 | cs.LG | 2026-09-02 |
| #34 | The Geometry of Ignorance: LLMs Know When to Temper Bayesian Priors | Toni J. B. Liu, Jiajun Bao, Yizhou Liu +4 | cs.LG | 2026-09-02 |
| #35 | Posterior Tempering Explains Variance Inflation in Linear and Generalized Linear Thompson Sampling | Prateek Jaiswal, Debdeep Pati, Anirban Bhattacharya +1 | stat.ML | 2026-09-02 |
| #36 | Induction and Inquiry via Probabilistic Reasoning over Language and Code | Wasu Top Piriyakulkij, Sam Acquaviva, Cassidy Langenfeld +2 | cs.AI | 2026-09-01 |
| #37 | When Does Information Sharing Improve Decentralized Discovery? Aggregation, Independent Rescue, and Equilibrium Selection | Yohei Nakajima | cs.AI | 2026-09-01 |
| #38 | Rethinking Learnability in Offline Data-driven Optimization | Chao Qian, Chen-Guang Wang, Rong-Xi Tan +1 | cs.LG | 2026-09-01 |
| #39 | Efficiently Estimating Optimal Hyperparameter Scaling Laws through Power-Law Entropy Search | Zhiliang Chen, Sebastian Ament, David Eriksson +3 | cs.LG | 2026-09-01 |
| #40 | Web Price Extraction: State of the Art and an Adaptive Browserless Implementation | Evgeniia Kositsyna, Jorge Lloret-Gazo | cs.IR | 2026-09-01 |
| #41 | Poisson-Gamma Dynamical Systems with Time-varying Transition Dynamics | Jiahao Wang, Yijun Wang, Nan Fang +1 | cs.LG | 2026-09-01 |
| #42 | Dense Process Supervision for Search Agents via Fact Utility Estimation | Rongzhi Zhu, Xiangyu Liu, Yi Liu +7 | cs.CL | 2026-09-01 |
| #43 | Consistency Without Alignment: Item-Sensitive Language Models Indistinguishable From Random | Cris Huynh | cs.AI | 2026-09-01 |
| #44 | Predicting Residential Rents in Dakar Using Machine Learning | Amadou Tidiane Kassa Diallo | cs.AI | 2026-08-31 |
| #45 | VFR-Audit: Verdict-Level Reliability for Fairness Audits in Hospital Length-of-Stay Prediction | Md Jannatul Rakib Joy, Viet Vo, Caslon Chua | cs.AI | 2026-08-31 |
| #46 | State of Health Estimation using Convolutional and Bidirectional LSTM Neural Networks tuned by Bayesian Optimization | Panagiotis Eleftheriadis, Foivos Georgios Kyrgios, Sonia Leva | cs.LG | 2026-08-31 |
| #47 | PAC: Progress-Augmented Advantage Curriculum for Multi-Task Reinforcement Learning of LLMs | Yuanqiang Yu, Yanzhao Zheng, Zhentao Zhang +8 | cs.LG | 2026-08-31 |
| #48 | One AI Signal, Many Human Judgments: A Bayesian Cascade Analysis of AI-based Credibility Indicators in Online Information Spread | Zhuoran Lu, Weilong Wang, Yangyang Yu +4 | cs.HC | 2026-08-31 |
| #49 | Information-Based Calibration of Uncertainty Quantification in Product-of-Experts Gaussian Process Models | Yean Hoon Ong, Paolo Barucca, Wei Pan +1 | cs.LG | 2026-08-29 |
| #50 | PokaiTrainer: Scaling Belief-State Search to Competitive Pokémon VGC | Max Yu | cs.LG | 2026-08-29 |