Hong Seong Pyo

SabaPivot

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AI & ML interests

AI Safety

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SabaPivot/repro-on-the-sharp-input-output-analysis-of-nonlinear-systems-under-adversarial-attacks

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SabaPivot/repro-on-the-sharp-input-output-analysis-of-nonlinear-systems-under-adversarial-attacks

updated a Space about 3 hours ago

SabaPivot/repro-calibrating-decision-robustness-via-inverse-conformal-risk-control

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Reproduction: A Perturbation Approach to Unconstrained Linear Bandits

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Reproduction: Accurate Large-sample Uncertainty Quantification using Stochastic Gradient Markov Chain Monte Carlo

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Reproduction: Envisioning Beyond the Few: Disentangled Semantics and Primitives for Few-Shot Atypical Layout-to-Image Generation

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Reproduction - On the Sharp Input-Output Analysis of Nonlinear Systems under Adversarial Attacks

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Reproduction - Calibrating Decision Robustness via Inverse Conformal Risk Control

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Reproduction - Combinatorial Sparse PCA Beyond the Spiked Identity Model

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Reproduction - Unfolded Laplacian Spectral Embedding: A Theoretically Grounded Approach to Dynamic Network Representation

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Reproduction - Privacy Amplification in Differentially Private Zeroth-Order Optimization with Hidden States

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Reproduction - SAQNN: Spectral Adaptive Quantum Neural Network as a Universal Approximator

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Reproduction - Provably Data-driven Multiple Hyper-parameter Tuning with Structured Loss Function

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Reproduction - Skewness-Robust Causal Discovery in Location-Scale Noise Models

Full released-run audit of six SkewD claims

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: A Fully First-Order Layer for Differentiable Optimization

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Reproduction: Asymptotic Universal Alignment: A New Alignment Framework via Test-Time Scaling

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Reproduction: ReNF: Rethinking the Design of Neural Long-Term Time Series Forecasters

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Reproduction: Beyond Rational Illusion: Behaviorally Realistic Strategic Classification

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Reproduction: A Formal Comparison Between Chain of Thought and Latent Thought

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Reproduction: Facts in Stats: Impacts of Pretraining Diversity on Language Model Generalization

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Reproduction: Distributed Direct Preference Optimization

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Reproduction: Tree-Structured Orthonormal Decomposition of the Aitchison Simplex

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Reproduction: Collapsed Effective Operators for Higher-order Structures

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Reproduction: LILO: Bayesian Optimization with Natural Language Feedback

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Reproduction: Compact Conformal Subgraphs

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