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08/19/2023
Breast Lesion Diagnosis Using Static Images and Dynamic Video
Deep learning based Computer Aided Diagnosis (CAD) systems have been dev...
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02/23/2023
Empathetic Response Generation via Emotion Cause Transition Graph
Empathetic dialogue is a human-like behavior that requires the perceptio...
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05/28/2022
SuperVoice: Text-Independent Speaker Verification Using Ultrasound Energy in Human Speech
Voice-activated systems are integrated into a variety of desktop, mobile...
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04/27/2022
Data-based price discrimination: information theoretic limitations and a minimax optimal strategy
This paper studies the gap between the classical pricing theory and the ...
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12/07/2021
Bless and curse of smoothness and phase transitions in nonparametric regressions: a nonasymptotic perspective
When the regression function belongs to the standard smooth classes cons...
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06/15/2021
Time-free solution to independent set problem using P systems with active membranes
Membrane computing is a branch of natural computingwhich abstracts fromt...
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05/23/2021
Visualization – a vital decision driving tool for enterprises
This report documents the results found through surveys and interviews o...
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11/23/2020
Ordinary differential equations (ODE): metric entropy and nonasymptotic theory for noisy function fitting
This paper establishes novel results on the metric entropy of ODE soluti...
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03/20/2019
Omitted variable bias of Lasso-based inference methods under limited variability: A finite sample analysis
We study the finite sample behavior of Lasso and Lasso-based inference m...
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03/20/2019
Behavior of Lasso and Lasso-based inference under limited variability
We study the nonasymptotic behavior of Lasso and Lasso-based inference w...
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08/17/2018
Concentration Based Inference for High Dimensional (Generalized) Regression Models: New Phenomena in Hypothesis Testing
We develop simple and non-asymptotically justified methods for hypothesi...
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08/17/2018
Concentration Based Inference in High Dimensional Generalized Regression Models (I: Statistical Guarantees)
We develop simple and non-asymptotically justified methods for hypothesi...
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12/28/2017