PinnedChristabelle PabalaninTowards Data ScienceBeyond Accuracy: Embracing Serendipity and Novelty in Recommendations for Long Term User RetentionAn examination of the factors that contribute to a good recommendation and long-term user retentionJun 26, 20234Jun 26, 20234
PinnedChristabelle PabalaninTowards Data ScienceUsing Multi-Task and Ensemble Learning to Predict Alzheimer’s Cognitive FunctioningRealizing the impact I can make in ML coming from cognitive science and the publication of my first scientific paperJun 9, 20233Jun 9, 20233
PinnedChristabelle PabalaninTowards Data ScienceWhy My Cognitive Science Degree Was A Great Foundation For Data Science and Machine LearningComing into the machine learning and data science field from a cognitive science background was daunting — but ultimately provided a…Nov 16, 20212Nov 16, 20212
PinnedChristabelle PabalaninTowards Data ScienceClustering and Parkinson's Patients During Covid-19Discovering subgroups of Parkinson’s patients during Covid-19 to perform a detailed analysis of the ways potential subgroups within the…Sep 24, 2021Sep 24, 2021
PinnedChristabelle PabalaninTowards Data ScienceOur Machine Learning Algorithms are Magnifying Bias and Perpetuating Social DisparitiesFor machine learning engineers, the companies that hire them, and the users who are impacted by the algorithms they’ve tuned:Jul 2, 2020Jul 2, 2020
Christabelle PabalaninTowards Data ScienceSimplify Information Extraction: A Reusable Prompt Template for GPT ModelsA prompt template containing prompting techniques that have worked for me on over a dozen nuanced medical information extraction tasks1d ago1d ago
Christabelle PabalaninCurated NewslettersHow Revisiting My Neuroscience Notes Quieted My AnxietyA piece about struggling with sustained anxiety and intrusive thoughts and how revisiting my neuroscience notes silenced those thoughtsAug 12Aug 12
Christabelle PabalaninAI AdvancesDo GPT Models Have Wernicke’s Aphasia?This article explores what it means for AI to “understand” and the harms of deploying generative AI without true understanding.Jun 285Jun 285
Christabelle PabalaninILLUMINATIONFrom Burnout to Flow: Key Takeaways from “Feel Good Productivity”“Psychologists increasingly believe that play holds the key to true productivity, partly because it provides a sense of psychological…Jun 17Jun 17
Christabelle PabalaninTowards Data ScienceA Real World, Novel Approach to Enhance Diversity in Recommender SystemsAddressing the long tail problem and enhancing the recommendation experience for users on the Headspace AppMar 1Mar 1