1. Word Clustering Through Common Sentence Analysis Open Access Author: Shi, Kelvin Title: Word Clustering Through Common Sentence Analysis Area of Honors: Computer Science Keywords: MachineLearningClusteringKeywordNaturalLanguageProcessingArtificialIntelligence File: Download thesis_final.pdf Thesis Supervisors: Daniel Kifer, Thesis SupervisorDr. Jesse Louis Barlow, Thesis Honors Advisor
2. The Classification of Documents Using the Subspace Relevance Model Open Access Author: Henry, Patrick A Title: The Classification of Documents Using the Subspace Relevance Model Area of Honors: Computer Science Keywords: DocumentClusteringClassifcation File: Download Henry_Patrick_-_Final_Draft.pdf Thesis Supervisors: Daniel Kifer, Thesis SupervisorDr. Jesse Louis Barlow, Thesis Honors AdvisorDr. Jesse Louis Barlow, Faculty Reader
3. Creating A Better Basketball Stat-keeping System Open Access Author: Galambos, Samuel James Title: Creating A Better Basketball Stat-keeping System Area of Honors: Computer Science Keywords: BasketballStatisticsUser InterfaceAndroidApplication File: Download Galambos_Thesis.pdf Thesis Supervisors: Daniel Kifer, Thesis SupervisorDr. John Joseph Hannan, Thesis Honors Advisor
4. Supervised Learning of StarCraft 2 Game Prediction Using RNN Open Access Author: Lu, Sen Title: Supervised Learning of StarCraft 2 Game Prediction Using RNN Area of Honors: Computer Science Keywords: Supervised LearningDeep LearningRTS GameStarCraft 2RNNGRUKerasdata generatorpartial observation File: Download StarCraft_2_SHC_Thesis_Final.pdf Thesis Supervisors: Daniel Kifer, Thesis SupervisorRebecca Jane Passonneau, Thesis Honors Advisor
5. Exploration of the Relationship Between Confidence and Accuracy of an Inception V3 Model on a Dataset of Diseased and Healthy Crops 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: tensorflowimageclassificationmachinelearningplantscience File: Download singh_thesis_final.pdf Thesis Supervisors: Daniel Kifer, Thesis SupervisorJohn Joseph Hannan, Thesis Honors AdvisorDavid Peter Hughes, Faculty Reader
6. Generating Certifiably Adversarial Robust Deep Neural Networks with Minimal Prediction Overhead Open Access Author: Anand, Vivek Title: Generating Certifiably Adversarial Robust Deep Neural Networks with Minimal Prediction Overhead Area of Honors: Computer Science Keywords: Machine LearningDeep Neural NetworksAdversarial Machine LearningComputer ScienceTensorflow File: Download Thesis_final.pdf Thesis Supervisors: Daniel Kifer, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
7. Reconstruction Attacks on Aggressive Relaxations of Differential Privacy Restricted (Penn State Only) Author: Durrell, John Title: Reconstruction Attacks on Aggressive Relaxations of Differential Privacy Area of Honors: Computer Science Keywords: differential privacyreconstruction attacksrelaxations of differential privacy File: Login to Download Thesis Supervisors: Daniel Kifer, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor