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Copula-based Sensitivity Analysis for Multi-Treatment Causal Inference with Unobserved Confounding
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Rank-one Convexification for Sparse Regression
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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gsplat: An Open-Source Library for Gaussian Splatting
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Statistical Inference of Constrained Stochastic Optimization via Sketched Sequential Quadratic Programming
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Sliced-Wasserstein Distances and Flows on Cartan-Hadamard Manifolds
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Accelerating optimization over the space of probability measures
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Bayesian Multi-Group Gaussian Process Models for Heterogeneous Group-Structured Data
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Honey, I Shrunk the Hypothesis Space (Through Logical Preprocessing)
Published in JAIR (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Orchestrated intelligence: an adaptive multi-agent architecture for high-frequency options risk management
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Research on fashion brand narrative generation and personalized communication strategy based on knowledge graph and LLM
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Research on cross-border enterprise knowledge sharing mechanism based on federated graph neural network and differential privacy collaboration
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Design of an integrated federated large language models for semantic reasoning and self-organizing 6G networks
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Robustness and authorship bias of large language models in scientific abstracts scoring
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Bibliometric analysis of artificial intelligence application in bioinformatics
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Artificial neural network optimized by Honey Badger Algorithm for predicting and explaining properties of 3D printed objects
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Optimal Experiment Design for Causal Effect Identification
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Context-aware transformer models for accounting-based inventory prediction and supply chain cost optimization
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Mean Aggregator is More Robust than Robust Aggregators under Label Poisoning Attacks on Distributed Heterogeneous Data
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Improving Graph Neural Networks on Multi-node Tasks with the Labeling Trick
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Directed Cyclic Graphs for Simultaneous Discovery of Time-Lagged and Instantaneous Causality from Longitudinal Data Using Instrumental Variables
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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