The Standardization Trap: Certifying Joint Label Processing in Tabular Foundation Models
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LFHE: Local-First Heuristic Evolution for Bounded Local Topology Search in Decentralized Learning with Non-IID Data
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Compact Robot Policies Need Fine-Grained Visual Representations
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Machine Learning for German Redispatch Forecasting under Data Delays and Temporal Distribution Shift
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Anytime-valid simulation-based hypothesis testing
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LeanPlan: Optimal Planning with LLM-Generated Heuristics and Admissibility Proofs
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DySCo: Dynamic Sharding for Collaborative Edge-Cloud LLM Inference with Depth-Synchronized Batching
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Two-Sample Testing via Generative Processes
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Where Do Two Populations of Persistence Diagrams Differ? Calibrated Local Inference at a Fixed Budget
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High-Dimensional Statistical Inference for Sparse Support Vector Machines
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Prediction-powered inference for time series across space
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Information-Dense Synthesis for Molecular Discovery
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