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10 résultats
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triés par
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A PAC-Bayesian Link Between Generalisation and Flat Minima2024
Pré-publication, Document de travail
hal-04455639v1
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Combining Weight Approximation, Sharing and Retraining for Neural Network Model CompressionACM Transactions on Embedded Computing Systems (TECS), 2024, 23, pp.1 - 23. ⟨10.1145/3687466⟩
Article dans une revue
hal-04764621v1
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Approximate Fault-Tolerant Neural Network SystemsETS 2024 - 29th IEEE European Test Symposium, May 2024, La Haye, Netherlands. pp.1-10, ⟨10.1109/ETS61313.2024.10567290⟩
Communication dans un congrès
hal-04674818v1
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AdaQAT: Adaptive Bit-Width Quantization-Aware TrainingIEEE 6th International Conference on AI Circuits and Systems (AICAS), 2024, Abu Dhabi, United Arab Emirates
Communication dans un congrès
hal-04549245v1
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Error Analysis of Sum-Product Algorithms under Stochastic Rounding2024
Pré-publication, Document de travail
hal-04787542v2
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Probabilistic error analysis of limited-precision stochastic roundingUniversity of Leeds; Inria Rennes - Bretagne Atlantique. 2024, pp.1-21
Rapport
hal-04665809v2
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Tighter Generalisation Bounds via Interpolation2024
Pré-publication, Document de travail
hal-04456925v1
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Reinforcement Planning for effective ε-optimal policies in dense time with discontinuities43rd IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science, Dec 2023, hyderabad, India. ⟨10.4230/LIPIcs⟩
Communication dans un congrès
hal-04280462v1
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A Stochastic Rounding-Enabled Low-Precision Floating-Point MAC for DNN TrainingDATE 2024 - 27th IEEE/ACM Design, Automation and Test in Europe, Mar 2024, Valencia, Spain. pp.1-6
Communication dans un congrès
hal-04380270v3
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Graph Coarsening with Message-Passing GuaranteesAdvances in Neural Information Processing Systems (NeurIPS), 2024, Vancouver, Canada
Communication dans un congrès
hal-04617519v1
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