Regularized Least Squares Training of Quadratic Neural Networks with Applications to System Identification
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Accelerating Diffusion Sampling via Speculative Draft Trees
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REVERSAL-BENCH: A Reversibility Axis and Reset Oracle for Measuring the Reset-Free RL Cliff
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When the Gradient Sees Rank: Provable Necessity, Causal Recruitment, and Composition in Trained Matrix Memories
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DSD: Learning Diverse and Reusable Motor Skills via Diffusion Skill Discovery
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How AI Assistants Respond to Repeated Abuse
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Do Social Patterns Hold in Synthetic Data? Analyzing Cyberbullying Dynamics in LLM-Generated and Authentic Dialogues
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Principled Koopman Representations with Kalman Inference for Efficient Time-Series Prediction
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English Word Sense Disambiguation in 2026: When the Labels Become the Bottleneck
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Which Pretext Task Transfers? Self-Supervised Pretraining Objectives for Lung Ultrasound
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Efficient Text-to-Image Generation: An Adaptive Step Schedule Controller for Diffusion Models
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Faking Good and Faking Bad in LLMs: Response Distortion Across Dark Triad Personality Traits
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