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575,626 papers

Meet Me at the Arm: The Cooperative Multi-Armed Bandits Problem with Shareable Arms

Xinyi Hu, Aldo Pacchiano

2025-06-11Capacity EstimationMulti-Armed Bandits
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GRAIL: A Benchmark for GRaph ActIve Learning in Dynamic Sensing Environments

Maryam Khalid, Akane Sano

2025-06-11FairnessBenchmarkingActive Learning
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NnD: Diffusion-based Generation of Physically-Nonnegative Objects

Nadav Torem, Tamar Sde-Chen, Yoav Y. Schechner

2025-06-11Scene Generation
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Learning to Collaborate Over Graphs: A Selective Federated Multi-Task Learning Approach

Ahmed Elbakary, Chaouki Ben Issaid, Mehdi Bennis

2025-06-11FairnessCommunity DetectionTransfer Learning+1
PaperCode
Unsupervised Deep Clustering of MNIST with Triplet-Enhanced Convolutional Autoencoders

Md. Faizul Islam Ansari

2025-06-11Deep ClusteringRepresentation LearningImage Clustering+1
Paper
Efficient kernelized bandit algorithms via exploration distributions

Bingshan Hu, Zheng He, Danica J. Sutherland

2025-06-11
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Optimizing Latent Dimension Allocation in Hierarchical VAEs: Balancing Attenuation and Information Retention for OOD Detection

Dane Williamson, Yangfeng Ji, Matthew Dwyer

2025-06-11Out of Distribution (OOD) Detection
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Improving the performance of optical inverse design of multilayer thin films using CNN-LSTM tandem neural networks

Uijun Jung, Deokho Jang, Sungchul Kim, Jungho Kim

2025-06-11
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Geometric Regularity in Deterministic Sampling of Diffusion-based Generative Models

Defang Chen, Zhenyu Zhou, Can Wang, Siwei Lyu

2025-06-11Image Generation
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Probabilistic Variational Contrastive Learning

Minoh Jeong, Seonho Kim, Alfred Hero

2025-06-11Uncertainty QuantificationContrastive Learning
Paper
Survival Analysis as Imprecise Classification with Trainable Kernels

Andrei V. Konstantinov, Vlada A. Efremenko, Lev V. Utkin

2025-06-11Survival Analysis
PaperCode
Textual Bayes: Quantifying Uncertainty in LLM-Based Systems

Brendan Leigh Ross, Noël Vouitsis, Atiyeh Ashari Ghomi, Rasa Hosseinzadeh, Ji Xin et al.

2025-06-11Uncertainty QuantificationPrompt EngineeringBayesian Inference
Paper
Momentum Multi-Marginal Schrödinger Bridge Matching

Panagiotis Theodoropoulos, Augustinos D. Saravanos, Evangelos A. Theodorou, Guan-Horng Liu

2025-06-11
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Fundamental Limits of Learning High-dimensional Simplices in Noisy Regimes

Seyed Amir Hossein Saberi, Amir Najafi, Abolfazl Motahari, Babak H. Khalaj

2025-06-11
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Aspect-Based Opinion Summarization with Argumentation Schemes

Wendi Zhou, Ameer Saadat-Yazdi, Nadin Kokciyan

2025-06-11
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TransXSSM: A Hybrid Transformer State Space Model with Unified Rotary Position Embedding

Bingheng Wu, Jingze Shi, Yifan Wu, Nan Tang, Yuyu Luo et al.

2025-06-114kLanguage Modelling
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Prompt Attacks Reveal Superficial Knowledge Removal in Unlearning Methods

Yeonwoo Jang, Shariqah Hossain, Ashwin Sreevatsa, Diogo Cruz

2025-06-11TAR
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Disclosure Audits for LLM Agents

Saswat Das, Jameson Sandler, Ferdinando Fioretto

2025-06-11Large Language ModelDiagnosticLanguage Modelling
Paper
One Patient, Many Contexts: Scaling Medical AI Through Contextual Intelligence

Michelle M. Li, Ben Y. Reis, Adam Rodman, Tianxi Cai, Noa Dagan et al.

2025-06-11
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Omni-DPO: A Dual-Perspective Paradigm for Dynamic Preference Learning of LLMs

Shangpin Peng, Weinong Wang, Zhuotao Tian, Senqiao Yang, Xing Wu et al.

2025-06-11Mathematical Reasoning
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