🔄 In a Training Loop

Abdullah Mujeeb Khawaja

amkkk

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https://navigatingnoise.substack.com/

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liked a Space 41 minutes ago

ICML-2026-agent-repro/challenge

liked a model about 1 hour ago

AxiomicLabs/GPT-X2.5-135M

liked a model about 15 hours ago

0xSero/Gemma-4-21B

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amkkk 's Spaces 283

Causal Identification from Counterfactual Data: Completeness and Bounding Results

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Reproduction: Learning Randomized Reductions

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Reproduction: Why Self-Distillation Helps and Hurts: Denoising vs. Signal Forgetting

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Reproduction: Sample Margin-Aware Recalibration of Temperature Scaling

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Linearizer Reproduction -- Who Said Neural Networks Aren't Linear?

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Reproduction: Efficient Preference Poisoning Attack on Offline RLHF

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Stability Analysis of Sharpness-Aware Minimization

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The Implicit Bias of Steepest Descent with Mini-batch Stochastic Gradient

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Index

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Causal Modeling of Selection in Evolution -- Reproduction

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Repro - AI4SLT: Empirical Processes in Lean 4 for Formal Statistical Learning Theory

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Two-Layer Linear Auto-Regressive Models Estimate Latent States

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Unifying Low Dimensional Spectra in Deep Learning

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Reproduction: Beyond ReLU — Bifurcation, Oversmoothing, and Topological Priors

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Reproduction: Any-dimensional invariant universality

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Continuous Variable Hamiltonian Learning at Heisenberg Limit via Displacement-Random Unitary Transformation

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Repro - The Interplay Between Interpolation and Aggregation in Regression: Optimal Sample Complexity

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On the Computational Complexity of Performative Prediction

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Reproduction: TimeSpot — Geo-Temporal Understanding in VLMs

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Repro - Prescriptive Scaling Reveals the Evolution of Language Model Capabilities

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