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Neural Information Processing SystemsFeb-8-2026, 06:56:56 GMT
In this paper, we study stochastic structured bandits for minimizing regret.
Neural Information Processing SystemsFeb-8-2026, 06:56:49 GMT
Neural Information Processing SystemsFeb-8-2026, 06:56:36 GMT
Neural Information Processing SystemsFeb-8-2026, 06:56:31 GMT
The server aggregates these updates (typically by averaging) to construct a global model, and then sends the new model parameters to all clients.
Neural Information Processing SystemsFeb-8-2026, 06:56:21 GMT
Table 1: Results (mean onestandarddeviationover 10 replicates) onthemonotonicexamplein Section 5.1.2
Neural Information Processing SystemsFeb-8-2026, 06:56:14 GMT
Neural Information Processing SystemsFeb-8-2026, 06:56:02 GMT
To explain the decision of any regression and classification model, we extend the notion ofprobabilistic sufficient explanations (P-SE).
Neural Information Processing SystemsFeb-8-2026, 06:55:56 GMT
Neural Information Processing SystemsFeb-8-2026, 06:55:43 GMT
Neural Information Processing SystemsFeb-8-2026, 06:55:29 GMT