Hong Seong Pyo

SabaPivot

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Reproduction: Well-Posed KL-Regularized Control via Wasserstein and Kalman–Wasserstein KL Divergences

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Reproduction: Towards Understanding Adam Convergence on Highly Degenerate Polynomials

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Reproduction: Questioning the Coverage-Length Metric in Conformal Prediction: When Shorter Intervals Are Not Better

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

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Reproduction: Conditional Coverage Diagnostics for Conformal Prediction

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Reproduction: Exact Functional ANOVA Decomposition for Categorical Inputs Models

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Reproduction: Convergence Analysis of the Lion Optimizer in Centralized and Distributed Settings

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Reproduction: A Solvable High-Dimensional Model Where Nonlinear Autoencoders Learn Structure Invisible to PCA While Test Loss Misaligns With Generalization

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Reproduction: Sharp Empirical Bernstein Inequalities for the Variance of Bounded Random Variables

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Reproduction: Online Conformal Prediction via Universal Portfolio Algorithms

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Reproduction: One-step Latent-free Image Generation with Pixel Mean Flows

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Reproduction: On Structured State-Space Duality

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

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Reproduction: Improved Analysis of the Accelerated Noisy Power Method with Applications to Decentralized PCA

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Reproduction: Approximate Proportionality in Online Fair Division

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Reproduction: Mean-Shift PCA by Knockoff Mean

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Reproduction: Lower Bounds for Frank-Wolfe on Strongly Convex Sets

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Reproduction: The Catastrophic Failure of the k-Means Algorithm in High Dimensions, and How Hartigan's Algorithm Avoids It

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Reproduction: tau2-Bench: Evaluating Conversational Agents in a Dual-Control Environment

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Reproduction: Is Spurious Correlation Removal Always Learnable?

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Reproduction: A General Framework for Fair and Robust Regression

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Reproduction: On the Epistemic Uncertainty of Overparametrized Neural Networks

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Reproduction: A Distributional View for Visual Mechanistic Interpretability: KL-Minimal Soft-Constraint Principle

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Reproduction: Ski Rental with Distributional Predictions of Unknown Quality

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