Hong Seong Pyo

SabaPivot

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AI & ML interests

AI Safety

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Reproduction - A Geometric Analysis of Small-sized Language Model Hallucinations

APORIA full-data geometry and label-propagation reproduction

Reproduction - Evaluating Bivariate Causal Statements Based on Mutual Compatibility

Evaluate bivariate causal statements for mutual compatibility

Reproduction: Tree-Structured Orthonormal Decomposition of the Aitchison Simplex

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Reproduction: Compact Conformal Subgraphs

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Reproduction: On the Effect of Misspecifying the Embedding Dimension in Low-rank Network Models

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Reproduction: CAffNet: Hard Constraint-Affine Neural Networks

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Reproduction: Convergence Rate of the Last Iterate of Stochastic Proximal Algorithms

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Reproduction: Parameter-free Dynamic Regret: Time-varying Movement Costs, Delayed Feedback, and Memory

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Reproduction: Impact of Connectivity on Laplacian Representations in Reinforcement Learning

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

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Reproduction: The Optimal Sample Complexity of Linear Contracts

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Reproduction: Understanding Behavior Cloning with Action Quantization

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Reproduction: Fast Estimation for Forest Matrix of Signed Graphs

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Implicit Bias of Mini-batch Steepest Descent — CPU Reproduction (6/6)

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Reproduction: Minimum Distance Summaries for Robust Neural Posterior Estimation

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Repro - Follow-the-Perturbed-Leader for Decoupled Bandits: Best-of-Both-Worlds and Practicality

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FaGn04tvzq — Full six-claim reproduction

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Reproduction - Theoretical Investigation on Inductive Bias of Isolation Forest

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Repro - Welfare-Optimal Classification with Accuracy Auctions

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Reproduction — Near-Optimal Regret for KL-Regularized Multi-Armed Bandits

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Reproduction — Persuasive Privacy (arXiv 2601.22945)

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Reproduction: Linear Regression with Unknown Truncation Beyond Gaussian Features

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Repro - Learning-Augmented Online Minimization with Dual Predictions

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Reproduction: Two-Layer Linear Auto-Regressive Models Estimate Latent States

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