Trade-off Functions for DP-SGD with Subsampling based on Random Allocation: Tight Upper and Lower Bounds
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System-Prompt Anchoring with Cross-Attention Layers
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Teaching LLMs to See Graphs: Unifying Text and Structural Reasoning
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Identify then Realize: Contrastive Learning of Latent Port-Hamiltonian Dynamics from Partial Observations
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Fixed Universal Transformers
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A Pre-Training Analogue of Grokking in Language Models: Tracing Delayed Grammatical Generalization
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Everywhere Learning: Artificial Intelligence with Pointwise Constraints
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Reliability of Probabilistic Emulation of Physical Systems
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Do as the Romans Do: Learning Universal Behaviors from Heterogeneous Agents
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PerturbCellRL: Aligning Distributions and Grounding Biology via Post-Training Perturbation Generators
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Decision-Aware Training for Sample-Based Generative Models
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Autoregressive latent diffusion for 3D molecule generation
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