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Abdullah Mujeeb Khawaja

amkkk

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https://navigatingnoise.substack.com/

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amkkk/repro-a-fine-grained-understanding-of-uniform-convergence-for-halfspaces

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amkkk 's Spaces 283

Reproduction: Beyond First-order Asymptotics in Sequential Mean Testing

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Reproduction: The Optimal Sample Complexity of Linear Contracts

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Reproduction: Geometry-Aware Probabilistic Circuits via Voronoi Tessellations

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Reproduction: Non-Euclidean Gradient Descent Operates at the Edge of Stability

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Reproduction: Adversarially Robust Control of Conditional Value-at-Risk via Rockafellar-Uryasev Conformal Inference

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Reproduction: Autoregressive Language Models are Secretly Energy-Based Models: Insights into the Lookahead Capabilities of Next-Token Prediction

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Reproduction: Finite-time Convergence Analysis of Actor-Critic with Evolving Reward

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Reproduction: Let the Prototype Guide You: Robust Aggregation of Sparse Multi-Class Annotations via Annotator Prototype Learning

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Reproduction: Differentially Private Range Subgraph Counting

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Reproduction: Stability and Generalization of Nonconvex Optimization with Heavy-Tailed Noise

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Reproduction: Noisy Pairwise-Comparison Random Search for Smooth Nonconvex Optimization

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Reproduction: Optimization, Generalization and Differential Privacy Bounds for Gradient Descent on Kolmogorov-Arnold Networks

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Reproduction: Towards Parameter-Free Temporal Difference Learning

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Reproduction: Global Convergence of Adaptive Sensing for Principal Eigenvector Estimation

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Reproduction: Rotary Position Encodings for Graphs

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Reproduction: Latent Collaboration in Multi-Agent Systems

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Reproduction: Grokking Finite-Dimensional Algebra

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Reproduction: Overcoming the Incentive Collapse Paradox

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Reproduction: Optimal and Scalable MAPF via Multi-Marginal Optimal Transport and Schrödinger Bridges

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Reproduction: Differentiable Optimization Layers for Guaranteed Fairness in Deep Learning

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Reproduction: Optimal Regularization for Performative Learning

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Reproduction: A Capacity-Based Rationale for Multi-Head Attention

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Reproduction: Why Do We Need Warm-up? A Theoretical Perspective

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Reproduction: Design-Based Anytime-Valid Inference for Randomized Experiments with Delayed Outcomes and Staggered Entry

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