Tag : Approximation

AI/ML

DATA: Differentiable ArchiTecture Approximation with Distribution Guided Sampling.

Newsemia
Related Articles DATA: Differentiable ArchiTecture Approximation with Distribution Guided Sampling. IEEE Trans Pattern Anal Mach Intell. 2020 Aug 31;PP: Authors: Zhang X, Chang J, Guo...
AI/ML

Near-Lossless Post-Training Quantization of Deep Neural Networks via a Piecewise Linear Approximation. (arXiv:2002.00104v1 [cs.CV])

Newsemia
Quantization plays an important role for energy-efficient deployment of deep neural networks (DNNs) on resource-limited devices. Post-training quantization is crucial since it does not require...
Cardiology

Echocardiographic Outcomes After Transcatheter Leaflet Approximation in Patients With Secondary Mitral Regurgitation: The COAPT Trial

Newsemia
AbstractBackground In the COAPT (Cardiovascular Outcomes Assessment of the MitraClip Percutaneous Therapy for Heart Failure Patients with Functional Mitral Regurgitation) trial among patients with heart failure...
AI/ML

Alternative Function Approximation Parameterizations for Solving Games: An Analysis of $f$-Regression Counterfactual Regret Minimization. (arXiv:1912.02967v1 [cs.AI])

Newsemia
Function approximation is a powerful approach for structuring large decision problems that has facilitated great achievements in the areas of reinforcement learning and game playing....
Cardiology

Papillary Muscle Tugging Approximation for Functional Mitral Regurgitation.

Newsemia
Papillary Muscle Tugging Approximation for Functional Mitral Regurgitation. Ann Thorac Surg. 2019 Jan 11;: Authors: Matsui Y, Shingu Y, Wakasa S, Ooka T, Kubota S...
Pharma / Biotech

Target-Mediated Drug Disposition Model for Bispecific Antibodies: Properties, Approximation and Optimal Dosing Strategy.

Newsemia
Related Articles Target-Mediated Drug Disposition Model for Bispecific Antibodies: Properties, Approximation and Optimal Dosing Strategy. CPT Pharmacometrics Syst Pharmacol. 2018 Nov 27;: Authors: Schropp J,...

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