stat441F21

Paper presentation

Date	Name	Paper number	Title	Link to the paper	Link to the summary	Link to the video
Sep 15 (example)	Ri Wang		Sequence to sequence learning with neural networks.	Paper	Summary	[1]
Week of Nov 16	Ali Ghodsi
Week of Nov 22	Jared Feng, Xipeng Huang, Mingwei Xu, Tingzhou Yu		Don't Just Blame Over-parametrization for Over-confidence: Theoretical Analysis of Calibration in Binary Classification	Paper	Summary
Week of Nov 29	Kanika Chopra, Yush Rajcoomar		Automatic Bank Fraud Detection Using Support Vector Machines	Paper	Summary
Week of Nov 22	Zeng Mingde, Lin Xiaoyu, Fan Joshua, Rao Chen Min		Do Vision Transformers See Like Convolutional Neural Networks?	Paper	Summary
Week of Nov 22	Justin D'Astous, Waqas Hamed, Stefan Vladusic, Ethan O'Farrell		A Probabilistic Approach to Neural Network Pruning	Paper	Summary
Week of Nov 22	Cassandra Wong, Anastasiia Livochka, Maryam Yalsavar, David Evans		Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification	Paper	Summary
Week of Nov 29	Jessie Man Wai Chin, Yi Lin Ooi, Yaqi Shi, Shwen Lyng Ngew		CatBoost: unbiased boosting with categorical features	Paper	Summary
Week of Nov 29	Eric Anderson, Chengzhi Wang, Kai Zhong, YiJing Zhou		Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks	Paper	Summary
Week of Nov 29	Ethan Cyrenne, Dieu Hoa Nguyen, Mary Jane Sin, Carolyn Wang		Deep Residual Learning for Image Recognition	Paper	Summary
Week of Nov 29	Bowen Zhang, Tyler Magnus Verhaar, Sam Senko		Deep Double Descent: Where Bigger Models and More Data Hurt	Paper	Summary
Week of Nov 29	Chun Waan Loke, Peter Chong, Clarice Osmond, Zhilong Li		XGBoost: A Scalable Tree Boosting System	Paper	Summary
Week of Nov 22	Ann Gie Wong, Curtis Li, Hannah Kerr		The Detection of Black Ice Accidents for Preventative Automated Vehicles Using Convolutional Neural Networks	Paper	Summary
Week of Nov 22	Yuwei Liu, Daniel Mao		Depthwise Convolution Is All You Need for Learning Multiple Visual Domains	Paper	Summary
Week of Nov 29	Lingshan Wang, Yifan Li, Ziyi Liu		Deep Learning for Extreme Multi-label Text Classification	Paper	Summary
Week of Nov 29	Kar Lok Ng, Muhan (Iris) Li		Robust Imitation Learning from Noisy Demonstrations	Paper	Summary
Week of Nov 29	Kun Wang		Convolutional neural network for diagnosis of viral pneumonia and COVID-19 alike diseases	Paper	Summary
Week of Nov 29	Egemen Guray		Traffic Sign Recognition System (TSRS): SVM and Convolutional Neural Network	Paper	Summary
Week of Nov 29	Bsodjahi		Bayesian Network as a Decision Tool for Predicting ALS Disease	Paper	Summary
Week of Nov 29	Xin Yan, Yishu Duan, Xibei Di		Predicting Hurricane Trajectories Using a Recurrent Neural Network	Paper	Summary
Week of Nov 29	Ankitha Anugu, Yushan Chen, Yuying Huang		A Game Theoretic Approach to Class-wise Selective Rationalization	Paper	Summary
Week of Nov 29	Aavinash Syamala, Dilmeet Malhi, Sohan Islam, Vansh Joshi		Research on Multiple Classification Based on Improved SVM Algorithm for Balanced Binary Decision Tree	Paper	Summary
Week of Nov 29	Christian Mitrache, Alexandra Mossman, Jessica Saini, Aaron Renggli		U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging	[2]	[3]
Week of Nov 29	Junbin Pan		Wide & Deep Learning for Recommender Systems	Paper	Summary