1. Malicious File Classification
Presenter: John Mehall
[ Slides | Abstract | Video ]
2. Layer-Wise Decomposition of ResNets for Distributed Training
Presenter: Cameron Wolfe
[ Slides | Abstract | Video ]
3. The COVID Community Vulnerability Index Project
Presenter: Diep Hoang
[ Slides | Abstract | Video ]
4. Teaching by Demonstration: Towards a Bayesian Approach to Explaining Robot Policies
Presenter: Peizhu Qian
[ Slides | Abstract | Video ]
5. Identifying Physical Descriptors for Metal-Support Interaction in Catalysis with Statistical Learning
Presenter: Chun-Yen Liu
[ Slides | Abstract | Video ]
6. Demon: Momentum Decay for Improved Neural Network Training
Presenter: John Chen
[ Slides | Abstract | Video ]
7. ImCLR: Implicit Contrastive Learning for Image Classification
Presenter: John Chen
[ Slides | Abstract | Video ]
8. Momentum-inspired Low-Rank Coordinate Descent for Diagonally Constrained SDPs
Presenter: Zhiwei Zhang
[ Slides | Abstract | Video ]
9. On Continuous Local Search for Hybrid SAT Solving
Presenter: Zhiwei Zhang
[ Slides | Abstract | Video ]
10. Estimation of New COVID-19 Cases in Brazil Using Google Search Data
Presenter: Lilian C. K. Biasi
[ Slides | Abstract | Video ]
11. Implementation of A Webserver for Ensemble Docking with SARS-CoV-2 Proteins
Presenter: Mauricio M. Rigo
[ Slides | Abstract | Video ]
12. A Probabilistic Physiological Prior Based Sparse Deconvolution Scheme for Identifying Autonomic Nervous System Activation from Electrodermal Activity
Presenter: Md. Rafiul Amin
[ Slides | Abstract | Video ]
13. Metabolite Translator: Prediction of Drug Metabolites Using a Transformer Model
Presenter: Eleni Litsa
[ Slides | Abstract | Video ]
14. Three Machine-Learning Models to Accelerate the Discovery of Inorganic Phosphors
Presenter: Ya Zhuo
[ Slides | Abstract | Video ]
15. A Guide to the Object Detection Exercise Using YOLO Model
Presenter: Soumava Dey
[ Slides | Abstract | Video ]
16. Towards an Online Approach to Inferring Latent States of Teamwork
Presenter: Sangwon Seo
[ Slides | Abstract | Video ]
17. Simulation of Biodiesel Mixtures Formulation using Artificial Neural Networks
Presenter: Ana Maria Dos Santos MagalhÃes
[ Slides | Abstract | Video ]
18. Identify Emerging Trends In Machine Learning Using Published Literature
Presenter: Yunwei Hu
[ Slides | Abstract | Video ]
19. Unsupervised Machine Learning Methods for the Analysis of Extravehicular Activity
Presenter: Lakshmi Kanikkannan
[ Slides | Abstract | Video ]
20. Closed-Loop Control in Wearable Machine Interface Architectures
Presenter: Hamid Fekri Azgomi
[ Slides | Abstract | Video ]
21. Dynamic Functional Data Analysis for “Flattening the Curve”
Presenter: Thomas Sun
[ Slides | Abstract | Video ]
22. Combining Structure and Sequence Data to Predict Peptide-HLA Binding Affinity
Presenter: Anja Conev
[ Slides | Abstract | Video ]
23. Recurrent Neural Network Based Model to Predict Different COVID-19 Patients Outcomes on Admission Based on their EHR Historical Data
Presenter: Laila Rasmy
[ Slides | Abstract | Video ]
24. COVID-19 Community Risk Assessment
Presenter: Jacky Chan
[ Slides | Abstract | Video ]
25. Improving Dielectron Identification in Quark Gluon Plasma using Artificial Neural Networks
Presenter: Anamitra Paul
[ Slides | Abstract | Video ]
