[ICML 2026] Official Implementation of the CKA-Agent, "The Trojan Knowledge: Bypassing Commercial LLM Guardrails via Harmless Prompt Weaving and Adaptive Tree Search".
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Apr 30, 2026 - Python
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icml-2026
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[𝗜𝗖𝗠𝗟 𝟮𝟬𝟮𝟲] Dispersion loss counteracts embedding condensation and improves generalization in small language models
dispersion cosine-similarity embedding manifold-learning icml condensation latent-space pre-training embedding-vectors dispersive large-language-models llm geometric-learning llms llm-training small-language-models mid-training icml-2026
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May 2, 2026 - Python
End-to-End Python implementation of Regime-Weighted Conformal (RWC) prediction for sequential VaR control in nonstationary financial markets (Schmitt, 2026). Combines kernel-based regime similarity with exponential time decay to calibrate distribution-free risk bounds. CRSP data validation, GBDT quantile forecasting, and rigorous backtesting.
python machine-learning reproducible-research market-data kernel-methods quantitative-finance uncertainty-quantification value-at-risk gradient-boosting risk-management time-series-analysis backtesting quantile-regression financial-econometrics portfolio-management conformal-prediction sequential-prediction tail-risk icml-2026 crsp-data
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Feb 8, 2026 - Jupyter Notebook
Process traces for evaluating AI scientist workflows | ICML 2026 AI4Science Dataset Competition | 432 trajectories from GPT-5.4, Claude Opus 4.6, Gemini 3.1 Pro
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Apr 21, 2026 - TeX
Code for "Jailbreaking Vision-Language Models Through the Visual Modality" (ICML 2026)
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Apr 30, 2026 - Python
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