Jason WeiinAnalytics VidhyaDeep Learning for Classification of History Texts (on the Israeli-Palestinian Conflict)Deep learning and natural language processing have enjoyed widespread application in consumer and healthcare technology, but they have…Jul 22, 2020Jul 22, 2020
Jason WeiTrying to understand the experience in UDA (unsupervised data augmentation)A recent paper called Unsupervised Data Augmentation for Consistency Training has claimed to achieve state-of-the-art results on IMDb…Jul 18, 2020Jul 18, 2020
Jason WeiClassification by Per-Example Gradient Similarities Looks at the Same Thing as Output ConfidencesAfter doing an undergraduate thesis on comparing per-example gradients, I was excited about potentially mining per-example gradients from…Jul 13, 2020Jul 13, 2020
Jason WeiWhy Providing Free Lunch Is ProfitableMost good tech companies nowadays provide lunch, snacks, and sometimes dinner for their employees. It might seem pricey to feed all your…Aug 14, 2019Aug 14, 2019
Jason WeiinHealth Data ScienceArtificial Intelligence Now Diagnoses Lung Cancer as well as PathologistsTowards AI-assisted healthcareMar 5, 2019Mar 5, 2019
Jason WeiinTowards Data ScienceThese are the Easiest Data Augmentation Techniques in Natural Language Processing you can think of…Data augmentation is commonly used in computer vision. In vision, you can almost certainly flip, rotate, or mirror an image without risk…Feb 3, 20196Feb 3, 20196
Jason WeiinHealth Data ScienceClassification of Histopathology Images with Deep Learning: A Practical GuideEverything you need to know to train your own deep learning classifier for histopathology images.Feb 2, 20193Feb 2, 20193