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  1. UniPool: A Globally Shared Expert Pool for Mixture-of-Experts

    Published in ArXiv cs.LG Recent Papers (2026)
    Subjects: “…Petroleum & Energy…”
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  2. Verifier-Backed Hard Problem Generation for Mathematical Reasoning

    Published in ArXiv cs.LG Recent Papers (2026)
    Subjects: “…Petroleum & Energy…”
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  3. Why Global LLM Leaderboards Are Misleading: Small Portfolios for Heterogeneous Supervised ML

    Published in ArXiv cs.LG Recent Papers (2026)
    Subjects: “…Petroleum & Energy…”
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  4. Optimizer-Model Consistency: Full Finetuning with the Same Optimizer as Pretraining Forgets Less

    Published in ArXiv cs.LG Recent Papers (2026)
    Subjects: “…Petroleum & Energy…”
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  5. When No Benchmark Exists: Validating Comparative LLM Safety Scoring Without Ground-Truth Labels

    Published in ArXiv cs.LG Recent Papers (2026)
    Subjects: “…Petroleum & Energy…”
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  6. Superintelligent Retrieval Agent: The Next Frontier of Information Retrieval

    Published in ArXiv cs.LG Recent Papers (2026)
    Subjects: “…Petroleum & Energy…”
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  7. Inductive Venn-Abers and related regressors

    Published in ArXiv cs.LG Recent Papers (2026)
    Subjects: “…Petroleum & Energy…”
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  8. Edge-specific signal propagation on mature chromophore-region 3D mechanism graphs for fluorescent protein quantum-yield prediction

    Published in ArXiv cs.LG Recent Papers (2026)
    Subjects: “…Petroleum & Energy…”
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  9. Concept-Based Abductive and Contrastive Explanations for Behaviors of Vision Models

    Published in ArXiv cs.LG Recent Papers (2026)
    Subjects: “…Petroleum & Energy…”
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  10. Crafting Reversible SFT Behaviors in Large Language Models

    Published in ArXiv cs.LG Recent Papers (2026)
    Subjects: “…Petroleum & Energy…”
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  11. Hybrid Quantum-Classical GANs for the Generation of Adversarial Network Flows

    Published in ArXiv cs.LG Recent Papers (2026)
    Subjects: “…Petroleum & Energy…”
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  12. LiVeAction: a Lightweight, Versatile, and Asymmetric Neural Codec Design for Real-time Operation

    Published in ArXiv cs.LG Recent Papers (2026)
    Subjects: “…Petroleum & Energy…”
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  13. PianoCoRe: Combined and Refined Piano MIDI Dataset

    Published in ArXiv cs.LG Recent Papers (2026)
    Subjects: “…Petroleum & Energy…”
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  14. When and Why SignSGD Outperforms SGD: A Theoretical Study Based on $ell_1$-norm Lower Bounds

    Published in ArXiv cs.LG Recent Papers (2026)
    Subjects: “…Petroleum & Energy…”
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  15. Online Bayesian Calibration under Gradual and Abrupt System Changes

    Published in ArXiv cs.LG Recent Papers (2026)
    Subjects: “…Petroleum & Energy…”
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  16. The Structural Origin of Attention Sink: Variance Discrepancy, Super Neurons, and Dimension Disparity

    Published in ArXiv cs.LG Recent Papers (2026)
    Subjects: “…Petroleum & Energy…”
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  17. Transformers Efficiently Perform In-Context Logistic Regression via Normalized Gradient Descent

    Published in ArXiv cs.LG Recent Papers (2026)
    Subjects: “…Petroleum & Energy…”
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  18. DARTS: Targeting Prognostic Covariates in Budget-Constrained Sequential Experiments

    Published in ArXiv cs.LG Recent Papers (2026)
    Subjects: “…Petroleum & Energy…”
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  19. How Many Iterations to Jailbreak? Dynamic Budget Allocation for Multi-Turn LLM Evaluation

    Published in ArXiv cs.LG Recent Papers (2026)
    Subjects: “…Petroleum & Energy…”
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  20. Weight-Decay Turns Transformer Loss Landscapes Villani: Functional-Analytic Foundations for Optimization and Generalization

    Published in ArXiv cs.LG Recent Papers (2026)
    Subjects: “…Petroleum & Energy…”
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