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CG4AI: A Column Generation Framework for Training AI Models Under Constraints
Abstract page for arXiv paper 2608.26375: CG4AI: A Column Generation Framework for Training AI Models Under Constraints
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A focused stream of recent stories from the sources curated for this community. Latest: CG4AI: A Column Generation Framework for Training AI Models Under Constraints, Beyond Capability Benchmarks: Learning Operational Fingerprints of LLM Cloud Services from Production Incident Metadata, and Privacy Without Regret: Differentially Private Inference-Time Alignment. Page 235.
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Beyond Capability Benchmarks: Learning Operational Fingerprints of LLM Cloud Services from Production Incident Metadata
Abstract page for arXiv paper 2608.26332: Beyond Capability Benchmarks: Learning Operational Fingerprints of LLM Cloud Services from Production Incident Metadata
Planet AI Developer Filter
Privacy Without Regret: Differentially Private Inference-Time Alignment
Abstract page for arXiv paper 2608.26324: Privacy Without Regret: Differentially Private Inference-Time Alignment
Planet AI Developer Filter
Muon with Finite Newton-Schulz: The Smoothing Benefit in Nonsmooth Nonconvex Optimization
Abstract page for arXiv paper 2608.26288: Muon with Finite Newton-Schulz: The Smoothing Benefit in Nonsmooth Nonconvex Optimization
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Pruning Binarized Neural Networks: A Dedicated Framework and Globally Weighted Algorithms
Abstract page for arXiv paper 2608.26233: Pruning Binarized Neural Networks: A Dedicated Framework and Globally Weighted Algorithms
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NeuronFuzz: Safety Neuron Guided Fuzzing for LLM Safety Evaluation
Abstract page for arXiv paper 2608.26222: NeuronFuzz: Safety Neuron Guided Fuzzing for LLM Safety Evaluation
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Leveraging Large Language Models for Systematic Literature Review of Disease Spread Models
Abstract page for arXiv paper 2608.26150: Leveraging Large Language Models for Systematic Literature Review of Disease Spread Models
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Methodological and Conceptual Framework for 5D Multi-Table Analysis: A Unified Approach for Complex Data Reuse
Abstract page for arXiv paper 2608.26149: Methodological and Conceptual Framework for 5D Multi-Table Analysis: A Unified Approach for Complex Data Reuse
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The Artificial Experimentalist: Discovery and Control of Self-Organizing Phenomena with Autotelic Reinforcement Learning
Abstract page for arXiv paper 2608.26116: The Artificial Experimentalist: Discovery and Control of Self-Organizing Phenomena with Autotelic Reinforcement Learning
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CIFQA: A Deterministic Tool-Grounded Multi-Agent LLM Framework for Financial Query Answering
Abstract page for arXiv paper 2608.26114: CIFQA: A Deterministic Tool-Grounded Multi-Agent LLM Framework for Financial Query Answering
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PICasso: An AI-Enabled Design Framework for Autonomous Optimization of Silicon Photonic Devices
Abstract page for arXiv paper 2608.26113: PICasso: An AI-Enabled Design Framework for Autonomous Optimization of Silicon Photonic Devices
Planet AI Developer Filter
Standalone LLM and a Pre-specified Agentic Pipeline for Explaining ICU Mortality Predictions: a Feasibility Study on the eICU Demo Dataset
Abstract page for arXiv paper 2608.26109: Standalone LLM and a Pre-specified Agentic Pipeline for Explaining ICU Mortality Predictions: a Feasibility Study on the eICU Demo Dataset