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09/20/2023
Dynamic Tiling: A Model-Agnostic, Adaptive, Scalable, and Inference-Data-Centric Approach for Efficient and Accurate Small Object Detection
We introduce Dynamic Tiling, a model-agnostic, adaptive, and scalable ap...
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02/22/2023
Feasible Recourse Plan via Diverse Interpolation
Explaining algorithmic decisions and recommending actionable feedback is...
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02/22/2023
Distributionally Robust Recourse Action
A recourse action aims to explain a particular algorithmic decision by s...
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06/22/2022
Robust Bayesian Recourse
Algorithmic recourse aims to recommend an informative feedback to overtu...
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01/29/2022
Counterfactual Plans under Distributional Ambiguity
Counterfactual explanations are attracting significant attention due to ...
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09/07/2021
Fine-grained Hand Gesture Recognition in Multi-viewpoint Hand Hygiene
This paper contributes a new high-quality dataset for hand gesture recog...
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08/28/2021
Maximum Likelihood Estimation of Diffusions by Continuous Time Markov Chain
In this paper we present a novel method for estimating the parameters of...
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03/10/2020
Adaptive Name Entity Recognition under Highly Unbalanced Data
For several purposes in Natural Language Processing (NLP), such as Infor...
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12/03/2019
Moments of Student's t-distribution: A Unified Approach
In this note, we derive the closed form formulae for moments of Student'...
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08/08/2019
Variational Bayes on Manifolds
Variational Bayes (VB) has become a versatile tool for Bayesian inferenc...
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09/29/2016