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07/14/2023
On Interpolating Experts and Multi-Armed Bandits
Learning with expert advice and multi-armed bandit are two classic onlin...
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05/23/2023
Optimizing Long-term Value for Auction-Based Recommender Systems via On-Policy Reinforcement Learning
Auction-based recommender systems are prevalent in online advertising pl...
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04/12/2023
Group projected Subspace Pursuit for Identification of variable coefficient differential equations (GP-IDENT)
We propose an effective and robust algorithm for identifying partial dif...
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07/14/2022
NASRec: Weight Sharing Neural Architecture Search for Recommender Systems
The rise of deep neural networks provides an important driver in optimiz...
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07/07/2022
Numerical Identification of Nonlocal Potential in Aggregation
Aggregation equations are broadly used to model population dynamics with...
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05/30/2022
Improved Algorithms for Bandit with Graph Feedback via Regret Decomposition
The problem of bandit with graph feedback generalizes both the multi-arm...
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04/10/2022
How much can one learn a partial differential equation from its solution?
In this work we study the problem about learning a partial differential ...
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10/07/2021
Multi-tasking Dialogue Comprehension with Discourse Parsing
Multi-party dialogue machine reading comprehension (MRC) raises an even ...
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09/15/2021
Learning Friction Model for Magnet-actuated Tethered Capsule Robot
The potential diagnostic applications of magnet-actuated capsules have b...
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08/16/2021
Learning Friction Model for Tethered Capsule Robot
With the potential applications of capsule robots in medical endoscopy, ...
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04/07/2021
Speckles-Training-Based Denoising Convolutional Neural Network Ghost Imaging
Ghost imaging (GI) has been paid attention gradually because of its lens...
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03/25/2021
Generative-Adversarial-Networks-based Ghost Recognition
Nowadays, target recognition technique plays an important role in many f...
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03/12/2021
Asymptotic Theory of ℓ_1-Regularized PDE Identification from a Single Noisy Trajectory
We prove the support recovery for a general class of linear and nonlinea...
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10/21/2020
Underwater Image Color Correction by Complementary Adaptation
In this paper, we propose a novel approach for underwater image color co...
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07/23/2020
Silhouette Vectorization by Affine Scale-space
Silhouettes or 2D planar shapes are extremely important in human communi...
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06/11/2020
Robust PDE Identification from Noisy Data
We propose robust methods to identify underlying Partial Differential Eq...
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01/22/2020
Curvature Regularized Surface Reconstruction from Point Cloud
We propose a variational functional and fast algorithms to reconstruct i...
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07/02/2019
Fast Algorithms for Surface Reconstruction from Point Cloud
We consider constructing a surface from a given set of point cloud data....
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11/01/2018
Horizon: Facebook's Open Source Applied Reinforcement Learning Platform
In this paper we present Horizon, Facebook's open source applied reinfor...
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12/08/2016