Hong Seong Pyo

SabaPivot

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Reproduction: Differentiable Conformal Training for LLM Reasoning Factuality

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Reproduction: Reward-free Alignment for Conflicting Objectives

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Reproduction: Flow Matching Calibration for Simulation-Based Inference under Model Misspecification

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

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Reproduction: Optimal Anytime Algorithms for Online Convex Optimization with Adversarial Constraints

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Reproduction: Minimum Distance Summaries for Robust Neural Posterior Estimation

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Reproduction: Bridging the Gap Between Average and Discounted TD Learning

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Reproduction: Box Thirding: Anytime Best Arm Identification under Insufficient Sampling

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Reproduction: Exactly Computing do-Shapley Values

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Reproduction: Olaf-World: Orienting Latent Actions for Video World Modeling

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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: Model Monotonicity in Autobidding Auctions: When Do Better Predictions Lead to Better Outcomes?

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Reproduction: What Makes a Strong Model? A Unified Spectral Analysis of Knowledge Transfer over High-dimensional Linear Regression

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

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Reproduction: Improved Convergence Analysis of Topology Dependence in Decentralized SGD

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

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Reproduction: Minimum Distance Summaries for Robust Neural Posterior Estimation

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Reproduction: Minimum Distance Summaries for Robust Neural Posterior Estimation

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Reproduction: Positive Distribution Shift as a Framework for Understanding Tractable Learning

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Reproduction: Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning

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Reproduction: On Densest $k$-Subgraph Mining and Diagonal Loading: Optimization Landscape and Finite-Step Exact Convergence Analysis

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Reproduction: A Sketch-and-Project Analysis of Subsampled Natural Gradient Algorithms

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Reproduction: Testing For Distribution Shifts with Conditional Conformal Test Martingales

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Reproduction: Revisiting the Bertrand Paradox via Equilibrium Analysis of No-regret Learners

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