Hong Seong Pyo

SabaPivot

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AI & ML interests

AI Safety

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SabaPivot/repro-beyond-first-order-asymptotics-in-sequential-mean-testing

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SabaPivot/repro-beyond-first-order-asymptotics-in-sequential-mean-testing

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SabaPivot/repro-a-direct-second-order-method-for-solving-two-player-zero-sum-games

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

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Reproduction: Demystifying LLM-as-a-Judge: Analytically Tractable Model for Inference-Time Scaling

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Reproduction: Asymptotically Optimal Sequential Testing with Markovian Data

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Reproduction: The Cost of Learning Under Multiple Change Points

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Reproduction: Efficient Preference Poisoning Attack on Offline RLHF

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Reproduction: Causal Effect Identifiability in the Presence of Latent Confounders Without Auxiliary Variables

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Reproduction: A Fine-Grained Understanding of Uniform Convergence for Halfspaces

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Reproduction: Refined Analysis of Entropy-Regularized Actor-Critic

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Repro - A General Framework for Fair and Robust Regression