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08/01/2023
Informative Path Planning of Autonomous Vehicle for Parking Occupancy Estimation
Parking occupancy estimation holds significant potential in facilitating...
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06/10/2023
Probabilistic Visibility-Aware Trajectory Planning for Target Tracking in Cluttered Environments
Target tracking with a mobile robot has numerous significant application...
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02/28/2023
Learning time-scales in two-layers neural networks
Gradient-based learning in multi-layer neural networks displays a number...
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11/07/2022
Lower Bounds for the Convergence of Tensor Power Iteration on Random Overcomplete Models
Tensor decomposition serves as a powerful primitive in statistics and ma...
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06/14/2022
Overparametrized linear dimensionality reductions: From projection pursuit to two-layer neural networks
Given a cloud of n data points in ℝ^d, consider all projections onto m-d...
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10/28/2021
Tractability from overparametrization: The example of the negative perceptron
In the negative perceptron problem we are given n data points ( x_i,y_i)...
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09/11/2021
Propensity Score Adapted Covariate Selection for Causal Inference
In this paper, we propose a propensity score adapted variable selection ...
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09/11/2021