1. 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
2. Feature Selection for Raman Spectra of Alzheimer’s Disease Through Recursive Feature Elimination with Random Forest Open Access Author: Biase, Isabelle Title: Feature Selection for Raman Spectra of Alzheimer’s Disease Through Recursive Feature Elimination with Random Forest Area of Honors: Computer Science Keywords: Random ForestRecursive Feature EliminationAlzheimer's DiseaseMachine LearningRaman Spectroscopy File: Download Biase_Thesis.pdf Thesis Supervisors: Shengxi Huang, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
3. Fine Tuning Transformers for Political Manifesto Summarization and Quantification Open Access Author: Elisii, Patrick Title: Fine Tuning Transformers for Political Manifesto Summarization and Quantification Area of Honors: Computer Science Keywords: Machine LearningNatural Language ProcessingPolitical DocumentsSummarizationClassificationBERT File: Download Thesis-elisii_final.pdf Thesis Supervisors: Amulya Yadav, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
4. Task Graph Based Mistake Detection in Instructional Videos Open Access Author: Sell, Parker Title: Task Graph Based Mistake Detection in Instructional Videos Area of Honors: Computer Science Keywords: Mistake RecognitionMachine LearningInstructional VideosAssembly VideosTask GraphVisual Recognition Network File: Download ParkerSellThesis.pdf Thesis Supervisors: Huijuan Xu, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor