Subject: Deep learning (Machine learning) | Search Results | Academic Commons

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1. Using Second-Order Information in Training Deep Neural Networks

: Ren, Yi
: 2022
: Theses
: Operations researchDeep learning (Machine learning)Stochastic processesNeural networks (Computer science)Least squares

2. Ultra-Broadband Silicon Photonic Link Design and Optimization

: James, Aneek
: 2023
: Theses
: Electrical engineeringPhotonicsSilicon--Electric propertiesBroadband communication systemsCarbon dioxide--Environmental aspectsDeep learning (Machine learning)

3. Topics in Deep Learning and Data-driven Optimization

: Bahamou, Achraf
: 2023
: Theses
: Operations researchDeep learning (Machine learning)Neural networks (Computer science)--Mathematical modelsPricingCombinatorial optimizationDecision making

4. Template-based prediction of protein structure with deep learning

: Zhang, Haicang; Shen, Yufeng
: 2020
: Articles
: Deep learning (Machine learning)Proteins--Structure--Computer simulationNeural networks (Computer science)

5. Subseasonal Prediction of Regional Antarctic Sea Ice by a Deep Learning Model

: Wang, Yunhe; Yuan, Xiaojun; Ren, Yibin; Bushuk, Mitchell; Shu, Qi; Li, Cuihua; Li, Xiaofeng
: 2023
: Articles
: Sea iceSea ice--ForecastingDeep learning (Machine learning)Climatology

6. Spectral Characteristics of the Dynamic World Land Cover Classification

: Small, Christopher; Sousa, Daniel John
: 2023
: Articles
: Land coverDeep learning (Machine learning)Spectral reflectance--Remote sensingRemote sensingClassification

7. Predicting and Understanding the Presence of Water through Remote Sensing, Machine Learning, and Uncertainty Quantification

: Harrington, Matthew R.
: 2022
: Theses
: Sustainable developmentHydrologyRemote sensingCloudinessMachine learning--Industrial applicationsDeep learning (Machine learning)GroundwaterUnited States. Bureau of Reclamation

8. Multimodal deep learning systems for analysis of human behavior, preference, and state

: Koorathota, Sharath Chandra
: 2023
: Theses
: Artificial intelligenceNeurosciencesDeep learning (Machine learning)Neural networks (Computer science)Human behavior

9. Machine Learning Framework for Causal Modeling for Process Fault Diagnosis and Mechanistic Explanation Generation

: Sivaram, Abhishek
: 2023
: Theses
: Chemical engineeringArtificial intelligenceMachine learningDeep learning (Machine learning)Neural networks (Computer science)--Mathematical models

10. Learning Video Representation from Self-supervision

: Chen, Brian
: 2023
: Theses
: Computer scienceVideo recordingsDeep learning (Machine learning)Human-robot interaction