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Reproduction: Joint Learning in the Gaussian Single Index Model
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Hong Seong Pyo
SabaPivot
AI & ML interests
AI Safety
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updated a Space 2 days ago
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Reproduction: Is Spurious Correlation Removal Always Learnable?
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Reproduction: Graph Alignment for Benchmarking Graph Neural Networks and Learning Positional Encodings
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Reproduction: Near-Optimal and Efficient First-Order Algorithm for Multi-Task Learning with Shared Linear Representation
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Reproduction: Randomized Feasibility Methods for Constrained Optimization with Adaptive Step Sizes
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Reproduction: Decision Tree Learning on Product Spaces
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Reproduction: Efficient privacy loss accounting for subsampling and random allocation
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Reproduction: Improved Dimension Dependence for Bandit Convex Optimization with Gradient Variation
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Reproduction: Optimal Attention Temperature Improves the Robustness of In-Context Learning under Distribution Shift in High Dimensions
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Reproduction: The Relative Instability of Model Comparison with Cross-validation
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Reproduction: Exploration-free Algorithms for Multi-group Mean Estimation
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Reproduction: Autoregressive Language Models are Secretly Energy-Based Models: Insights into the Lookahead Capabilities of Next-Token Prediction
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Reproduction: A Theoretical Framework for Statistical Evaluability of Generative Models
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Reproduction: Improving Sampling for Masked Diffusion Models via Information Gain
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Reproduction: No Free Lunch: Non-Asymptotic Analysis of Prediction-Powered Inference
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Reproduction: A Coin Flip for Safety: LLM Judges Fail to Reliably Measure Adversarial Robustness
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Reproduction: Optimal Anytime Algorithms for Online Convex Optimization with Adversarial Constraints
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Reproduction: Robust AI Evaluation through Maximal Lotteries
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Reproduction: A Sketch-and-Project Analysis of Subsampled Natural Gradient Algorithms
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Reproduction: Inference of Online Newton Methods with Nesterov's Accelerated Sketching
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Reproduction: (Doubly) Exponential Lower Bounds for Follow the Regularized Leader in Potential Games
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Reproduction: A Short and Unified Convergence Analysis of the SAG, SAGA, and IAG Algorithms
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Reproduction: Alignment-Sensitive Minimax Rates for Spectral Algorithms with Learned Kernels
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Reproduction: Accurate Evaluation of Quickest Changepoint Detectors via Non-parametric Survival Analysis
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