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

    Published in ArXiv cs.LG Recent Papers (2026)
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  2. Verifier-Backed Hard Problem Generation for Mathematical Reasoning

    Published in ArXiv cs.LG Recent Papers (2026)
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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)
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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)
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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)
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  6. From Sparse to Dense Functional Data in High Dimensions: Revisiting Phase Transitions from a Non-Asymptotic Perspective

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  7. Superintelligent Retrieval Agent: The Next Frontier of Information Retrieval

    Published in ArXiv cs.LG Recent Papers (2026)
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  8. Inductive Venn-Abers and related regressors

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  9. 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)
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  10. Concept-Based Abductive and Contrastive Explanations for Behaviors of Vision Models

    Published in ArXiv cs.LG Recent Papers (2026)
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  11. Crafting Reversible SFT Behaviors in Large Language Models

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  12. Hybrid Quantum-Classical GANs for the Generation of Adversarial Network Flows

    Published in ArXiv cs.LG Recent Papers (2026)
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  13. LiVeAction: a Lightweight, Versatile, and Asymmetric Neural Codec Design for Real-time Operation

    Published in ArXiv cs.LG Recent Papers (2026)
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  14. PianoCoRe: Combined and Refined Piano MIDI Dataset

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  15. When and Why SignSGD Outperforms SGD: A Theoretical Study Based on $ell_1$-norm Lower Bounds

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  16. Online Bayesian Calibration under Gradual and Abrupt System Changes

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  17. Locally Private Causal Inference for Randomized Experiments

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  18. The Structural Origin of Attention Sink: Variance Discrepancy, Super Neurons, and Dimension Disparity

    Published in ArXiv cs.LG Recent Papers (2026)
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  19. Transformers Efficiently Perform In-Context Logistic Regression via Normalized Gradient Descent

    Published in ArXiv cs.LG Recent Papers (2026)
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  20. DARTS: Targeting Prognostic Covariates in Budget-Constrained Sequential Experiments

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