Search Results - "Computer science--Mathematical models"

Performance Modelling Techniques for Parallel Supercomputing Applications

Authors: Coddington, P. D. Grove, D. A.

Resource Type: eBook.

Subjects: Supercomputers--Mathematical models, Parallel processing (Electronic computers)--Mathematical models, Parallel programming (Computer science)--Mathematical models

Categories: COMPUTERS / Distributed Systems / General

Modeling in Event-B : System and Software Engineering

Authors: Jean-Raymond Abrial

Resource Type: eBook.

Subjects: Computer science--Mathematical models, Computer systems--Verification, Formal methods (Computer science), B method (Computer science)

Categories: COMPUTERS / Data Science / General, COMPUTERS / Computer Literacy, COMPUTERS / Computer Science, COMPUTERS / Information Technology, COMPUTERS / Machine Theory, COMPUTERS / Reference, COMPUTERS / Hardware / General

Towards Robust Deep Learning: Label Noise Modeling, Algorithms, and Applications

Authors: Linares Gonzalez, Diego Fernando

Committee Members: Ibrahim, Shahana

URL: https://stars.library.ucf.edu/etd2024/472

Towards Data-Efficient and Explainable Large Language Models

Authors: Chen, Yanda

URL: https://doi.org/10.7916/whvw-j004

Physics-Informed Deep Learning for Trajectory Prediction and Uncertainty Quantification

Authors: Mo, Zhaobin

URL: https://doi.org/10.7916/ae7h-er91

Neural-network compression methods for computational quantum many-body physics

Authors: Medvidovic, Matija

URL: https://doi.org/10.7916/p4g4-4b54

Topics in Deep Learning and Data-driven Optimization

Authors: Bahamou, Achraf

URL: https://doi.org/10.7916/ksc3-7b92

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

Authors: Sivaram, Abhishek

URL: https://doi.org/10.7916/sjn2-3w71

Adversarial Attacks, Coarse Robustness, and Dataless Neural Networks: Novel Techniques for Improved Classification and Combinatorial Optimization

Authors: Alkhouri, Ismail

Committee Members: Mikhael, Wasfy

URL: https://stars.library.ucf.edu/etd2020/1500

Computational Inversion with Wasserstein Distances and Neural Network Induced Loss Functions

Authors: Ding, Wen

URL: https://doi.org/10.7916/dhnq-j497

Deep Networks Through the Lens of Low-Dimensional Structure: Towards Mathematical and Computational Principles for Nonlinear Data

Authors: Buchanan, Sam

URL: https://doi.org/10.7916/p2n1-kp52

Function Approximation Guarantees for a Shallow Neural Network Trained by Gradient Flow

Authors: Gentile, Russell

Committee Members: Welper, Gerrit

URL: https://stars.library.ucf.edu/etd2020/1203

Quantifiability: Concurrent Correctness from First Principles

Authors: Cook, Victor

Committee Members: Dechev, Damian

URL: https://stars.library.ucf.edu/etd2020/842

Detect and Repair Errors for DNN-based Software

Authors: Tian, Yuchi

URL: https://doi.org/10.7916/d8-mfnq-3754

Maximum Probability Framework and Digital Probabilistic Models

Authors: Emad Marvasti, Amir

Committee Members: Foroosh, Hassan

URL: https://stars.library.ucf.edu/etd2020/1134

Implication of Manifold Assumption in Deep Learning Models for Computer Vision Applications

Authors: Edraki, Marzieh

Committee Members: Rahnavard, Nazanin

URL: https://stars.library.ucf.edu/etd2020/675

Hybrid Physics-informed Neural Networks for Dynamical Systems

Authors: Giorgiani do Nascimento, Renato

Committee Members: Viana, Felipe

URL: https://stars.library.ucf.edu/etd2020/357

View-centric Reasoning About Parallel and Distributed Computation

Authors: Smith, Marc L.

Committee Members: Parsons, Rebecca; Hughes, Charles E.; University of Central Florida. College of Engineering [VIAF] University of Central Florida. College of Engineering [LC]

URL: https://stars.library.ucf.edu/rtd/1986

Self-organizing neural network implemented in analog circuitry requires supervisional, scaling and parametric optimization attributable to 1/f noise

Authors: Nold, Erich

Committee Members: Georgiopoulos, Michael

URL: https://stars.library.ucf.edu/rtd/4054

Dynamics of neural networks and disordered spin systems

Authors: Laughton, Stephen Nicholas

Committee Members: Coolen, Anthony C. C.; Sherrington, David C.

URL: https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.294360