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842424a1d0595b76ec4fa03c46e8d755-Paper.pdf
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In this work, we investigate the geometry of the k-th homology embedding and focus on cases reminiscent of spectral clustering. Namely, we analyze the connected sum of manifolds as a perturbation of the direct sum of their homology embeddings.
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GroupKnowledgeTransfer: FederatedLearningofLargeCNNsattheEdge
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Unfortunately,training large CNNs is challenging for resource-constrained edge devices (e.g., smartphones, IoT devices, and edge servers).
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Reinforcement Learningwith State Observation Costsin Action-Contingent Noiselessly Observable Markov Decision Processes
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Letb0 be twopositiveObservwill of V(b0) V (b0) after =O(ln (SAH /)), with 1 .
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No-Regret Bandit Exploration based on Soft Tree Ensemble Model
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A significant challenge in applying stochastic bandits is managing large action spaces.
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