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Open Access

Author:: Shi, Kelvin
Title:: Word Clustering Through Common Sentence Analysis
Area of Honors:: Computer Science
Keywords:: Machine
Learning
Clustering
Keyword
Natural
Language
Processing
Artificial
Intelligence
File:: Download thesis_final.pdf
Thesis Supervisors:: Daniel Kifer, Thesis Supervisor
Dr. Jesse Louis Barlow, Thesis Honors Advisor

Open Access

Author:: Henry, Patrick A
Title:: The Classification of Documents Using the Subspace Relevance Model
Area of Honors:: Computer Science
Keywords:: Document
Clustering
Classifcation
File:: Download Henry_Patrick_-_Final_Draft.pdf
Thesis Supervisors:: Daniel Kifer, Thesis Supervisor
Dr. Jesse Louis Barlow, Thesis Honors Advisor
Dr. Jesse Louis Barlow, Faculty Reader

Open Access

Author:: Galambos, Samuel James
Title:: Creating A Better Basketball Stat-keeping System
Area of Honors:: Computer Science
Keywords:: Basketball
Statistics
User Interface
Android
Application
File:: Download Galambos_Thesis.pdf
Thesis Supervisors:: Daniel Kifer, Thesis Supervisor
Dr. John Joseph Hannan, Thesis Honors Advisor

Open Access

Author:: Montasser, Omar Tayeb
Title:: Predicting Demographics of High-Resolution Geographies
Area of Honors:: Computer Engineering
Keywords:: geotagged social media
geography-based demographics prediction
large-scale supervised learning
File:: Download SHC__Thesis.pdf
Thesis Supervisors:: Daniel Kifer, Thesis Supervisor
Vijaykrishnan Narayanan, Thesis Honors Advisor

Open Access

Author:: Lu, Sen
Title:: Supervised Learning of StarCraft 2 Game Prediction Using RNN
Area of Honors:: Computer Science
Keywords:: Supervised Learning
Deep Learning
RTS Game
StarCraft 2
RNN
GRU
Keras
data generator
partial observation
File:: Download StarCraft_2_SHC_Thesis_Final.pdf
Thesis Supervisors:: Daniel Kifer, Thesis Supervisor
Rebecca Jane Passonneau, Thesis Honors Advisor

Open Access

Author:: Kerrigan, Gavin
Title:: Estimating Noisy Histograms with Quality Guarantees
Area of Honors:: Mathematics
Keywords:: differential privacy
computer science
histogram estimation
File:: Download Kerrigan_Gavin_NoisyHistograms.pdf
Thesis Supervisors:: Daniel Kifer, Thesis Supervisor
Sergei Tabachnikov, Thesis Honors Advisor

Open Access

Author:: Singh, Chanpreet
Title:: Exploration of the Relationship Between Confidence and Accuracy of an Inception V3 Model on a Dataset of Diseased and Healthy Crops
Area of Honors:: Computer Science
Keywords:: tensorflow
imageclassification
machinelearning
plantscience
File:: Download singh_thesis_final.pdf
Thesis Supervisors:: Daniel Kifer, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor
David Peter Hughes, Faculty Reader

Open Access

Author:: Anand, Vivek
Title:: Generating Certifiably Adversarial Robust Deep Neural Networks with Minimal Prediction Overhead
Area of Honors:: Computer Science
Keywords:: Machine Learning
Deep Neural Networks
Adversarial Machine Learning
Computer Science
Tensorflow
File:: Download Thesis_final.pdf
Thesis Supervisors:: Daniel Kifer, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Restricted (Penn State Only)

Author:: Durrell, John
Title:: Reconstruction Attacks on Aggressive Relaxations of Differential Privacy
Area of Honors:: Computer Science
Keywords:: differential privacy
reconstruction attacks
relaxations of differential privacy
File:: Login to Download
Thesis Supervisors:: Daniel Kifer, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

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