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06/28/2023
Pure exploration in multi-armed bandits with low rank structure using oblivious sampler
In this paper, we consider the low rank structure of the reward sequence...
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06/23/2023
Differentially Private Streaming Data Release under Temporal Correlations via Post-processing
The release of differentially private streaming data has been extensivel...
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03/03/2023
Query Learning Algorithm for Ordered Multi-Terminal Binary Decision Diagrams
We propose a query learning algorithm for ordered multi-terminal binary ...
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12/26/2022
Gaussian Process Classification Bandits
Classification bandits are multi-armed bandit problems whose task is to ...
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12/14/2022
Simplification of Forest Classifiers and Regressors
We study the problem of sharing as many branching conditions of a given ...
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12/07/2022
Slimmable Pruned Neural Networks
Slimmable Neural Networks (S-Net) is a novel network which enabled to se...
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05/11/2020
Propagation Graph Estimation by Pairwise Alignment of Time Series Observation Sequences
Various things propagate through the medium of individuals. Some biologi...
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01/31/2019
A Bad Arm Existence Checking Problem
We study a bad arm existing checking problem in which a player's task is...
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11/19/2018
Feature selection as Monte-Carlo Search in Growing Single Rooted Directed Acyclic Graph by Best Leaf Identification
Monte Carlo tree search (MCTS) has received considerable interest due to...
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10/17/2017