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Roger Wattenhofer

Reasoning Effort and Problem Complexity: A Scaling Analysis in LLMs

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Mar 19, 2025
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Text Compression for Efficient Language Generation

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Mar 14, 2025
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Can Large Reasoning Models do Analogical Reasoning under Perceptual Uncertainty?

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Mar 14, 2025
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High-Fidelity Music Vocoder using Neural Audio Codecs

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Feb 18, 2025
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Beyond Interpolation: Extrapolative Reasoning with Reinforcement Learning and Graph Neural Networks

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Feb 06, 2025
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Clone-Resistant Weights in Metric Spaces: A Framework for Handling Redundancy Bias

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Feb 05, 2025
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ACORD: An Expert-Annotated Retrieval Dataset for Legal Contract Drafting

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Jan 11, 2025
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FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF

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Dec 20, 2024
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Towards Learning to Reason: Comparing LLMs with Neuro-Symbolic on Arithmetic Relations in Abstract Reasoning

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Dec 07, 2024
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Beyond Pairwise Correlations: Higher-Order Redundancies in Self-Supervised Representation Learning

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Dec 02, 2024
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