🔄 In a Training Loop

Abdullah Mujeeb Khawaja

amkkk

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https://navigatingnoise.substack.com/

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liked a model about 12 hours ago

0xSero/Gemma-4-21B

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0xSero/Gemma-4-19B

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

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Model-Free Robust Average-Reward Reinforcement Learning with Sample Complexity Analysis

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Repro - Multi-task Linear Regression without Eigenvalue Lower Bounds: Adaptivity, Robustness, and Safety

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Reproduction: Bridging the Gap Between Average and Discounted TD Learning

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Reproduction: Provably Data-driven Lagrangian Relaxation for Mixed Integer Linear Programming

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Reproduction: Probabilistic Modeling of Latent Agentic Substructures in Deep Neural Networks

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Reproduction: Maximin Relative Improvement: Fair Learning as a Bargaining Problem

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Reproduction: Inference of Online Newton Methods with Nesterov's Accelerated Sketching

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Reproduction: Compact Conformal Subgraphs

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Reproduction: Alignment-Sensitive Minimax Rates for Spectral Algorithms with Learned Kernels

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Reproduction: (Doubly) Exponential Lower Bounds for Follow the Regularized Leader in Potential Games

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Reproduction: Online Packet Scheduling with Deadlines and Learning

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Reproduction: Expressivity-Efficiency Tradeoffs for Hybrid Sequence Models

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Reproduction: Magnitude Distance: A Geometric Measure of Dataset Similarity

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Repro - High-Probability Convergence Guarantees of Decentralized SGD

Reproduction: Quantifying LLM Attention-Head Stability: Implications for Circuit Universality

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Reproduction: Belief Propagation Converges to Gaussian Distributions in Sparsely-Connected Factor Graphs

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Reproduction: Are Two Datasets Close Enough With Statistical Significance? A Kernel Distributional Closeness Testing Approach

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Reproduction: Fast Estimation for Forest Matrix of Signed Graphs

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Reproduction: Solving Imperfect-Recall Games via Sum-of-Squares Optimization

Reproduction: Improved Stochastic Optimization of LogSumExp

Reproduction: Exactly Computing do-Shapley Values

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Reproduction: Exact Functional ANOVA Decomposition for Categorical Inputs Models

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Reproduction: Variance Driven Exploration: A Provable and Efficient Methodology for Pure Exploration in Highly Stochastic Environments

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Reproduction: Revenue Guarantees of No-Swap-Regret Dynamics in First Price Auctions

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