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Machine Learning

IF2.9
Papers2629
Citations34031
Journal Papers 2631
Publication Date
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Learning Weakly Convex Sets in Metric Spaces
deleteMachine Learning
IF2.9
delete2026-08-03
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deleteOAAI
deleteEike Stadtländer; Tamás Horváth; Stefan Wrobel
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Learning Tree-Structured Distributions
deleteMachine Learning
IF2.9
delete2026-07-28
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PREAI
deleteFadwa Idlahcen
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Investment Universe Complex Network: A Framework for Optimizing Asset Selection in Dynamic Financial Markets
deleteMachine Learning
IF2.9
delete2026-07-27
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PREAI
deleteMert Arda Asar; Günce Keziban Orman
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Correction: Machine Learning to Identify a New Digital Biomarker to Monitor Everyday Upper Limb Use in Children with Unilateral Cerebral Palsy
deleteMachine Learning
IF2.9
delete2026-07-27
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PREAI
deleteSilvia Filogna; Giuseppe Prencipe; Alina Sîrbu; Elena Beani; Davide Marchi; Giordano Scerra; Giuseppina Sgandurra
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From Relevance to Utility: Faith-Rank for Utility-Driven Evidence Re-ranking and Reliable Answering in Retrieval-Augmented Generation
deleteMachine Learning
IF2.9
delete2026-07-27
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PREAI
deleteJiaqi Wu; Jiakang Li; Zefei Ning; Li Wang
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Unboxing the Black Box: A Survey on Mechanistic Interpretability for Algorithmic Understanding of Neural Networks
deleteMachine Learning
IF2.9
delete2026-07-27
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deleteBianka Kowalska; Halina Kwaśnicka
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Monotone Bandits: Power of Maximum Likelihood Estimation in Online Decision-Making
deleteMachine Learning
IF2.9
delete2026-07-27
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PREAI
deleteJunpei Komiyama; Koji Tabata; Shoma Nameki; Atsuyoshi Nakamura
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Should LLM Safety be More Than Refusing Harmful Instructions?
deleteMachine Learning
IF2.9
delete2026-07-22
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deleteOAAI
deleteUtsav Maskey; Mark Dras; Usman Naseem
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Disentangling Faithfulness Hallucinations in Retrieval-Augmented Generation: A Systematic Benchmark and Analysis
deleteMachine Learning
IF2.9
delete2026-07-22
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deleteOAAI
deleteChandana Sree Mala; Gizem Gezici; Fosca Giannotti
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Discovery of Exact Equations via Computing the Gröbner Basis
deleteMachine Learning
IF2.9
delete2026-07-21
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deleteOAAI
deleteBoštjan Gec; Sašo Džeroski; Ljupčo Todorovski
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Causal Post-hoc XAI: Categorisation and Systematic Literature Review
deleteMachine Learning
IF2.9
delete2026-07-20
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deleteAnna Rodum Bjøru; Helge Langseth; Inga Strümke; Kerstin Bach
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Neural MCTS with LLM Guidance for Effective Program Synthesis on Abstraction and Reasoning Corpus
deleteMachine Learning
IF2.9
delete2026-07-20
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PREAI
deleteJinwoo Jeon; Seongwoong Shim; Sejin Kim; Sundong Kim; Byung-Jun Lee
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FUSE: Fast Semi-Supervised Node Embedding Learning via Structural and Label-Aware Optimization
deleteMachine Learning
IF2.9
delete2026-07-20
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PREAI
deleteSujan Chakraborty; Rahul Bordoloi; Anindya Sengupta; Olaf Wolkenhauer; Saptarshi Bej
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Reinforcement Learning Guided Neural Deconstruction Search for Flexible Job Scheduling
deleteMachine Learning
IF2.9
delete2026-07-20
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deleteDavide Zago; André Hottung; Fynn Martin Gilbert; Rossella Cancelliere; Kevin Tierney
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Generalization Error Bounds for Multiple-Source Domain Adaptation
deleteMachine Learning
IF2.9
delete2026-07-17
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PREAI
deleteNa Chen; Deliang Zhu; Yujie Ning; Jiangtao Peng; Weiwei Sun
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Enhancing Offline Model-Based RL via Active Model Selection: A Bayesian Optimization Perspective
deleteMachine Learning
IF2.9
delete2026-07-17
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deleteYu-Wei Yang; Wei Hung; Yun-Ming Chan; Xi Liu; Ping-Chun Hsieh
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Photon: Efficient Prefix-Conditioned Image Captioning with Lightweight Transformer Decoding
deleteMachine Learning
IF2.9
delete2026-07-15
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PREAI
deleteLakshmi Ganapathi Kodi; Dharmendra Chauhan; Dhanush Reddy Gangireddy; Sonam Kumari Chaudhary; Kalidas Yeturu; Nikhil Srivastava
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Soft Dice Confidence: A Near-Optimal Confidence Estimator for Selective Prediction in Semantic Segmentation
deleteMachine Learning
IF2.9
delete2026-07-13
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deleteBruno L. C. Borges; Bruno M. Pacheco; Danilo Silva
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Deep Linear Discriminant Analysis Revisited
deleteMachine Learning
IF2.9
delete2026-07-11
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deleteOAAI
deleteMaxat Tezekbayev; Rustem Takhanov; Arman Bolatov; Zhenisbek Assylbekov
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Trading-Off Statistical and Computational Efficiency via W-Step Markov Decision Processes: A Policy Gradient Approach
deleteMachine Learning
IF2.9
delete2026-07-11
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deleteOAAI
deleteGianmarco Tedeschi; Marco Mussi; Alberto Maria Metelli; Marcello Restelli
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