Resources

Application of Kelly Criterion in Investing / Trading Strategies - DSA ADS Course - 2023 2023/06/13 - 10:29pm External Course Investing, Trading, Data Science, Applied Data Science, Probabilistic Logic, Information Theory, Kelly Criterion, Finance
Probability Theory and Examples - DSA ADS Course 2023 2023/06/13 - 12:05pm External Course Probability Theory, Durrett, Bayesian Probability, Probabilistic Logic
Unreasonable Effectiveness of Data - DSA ADS Course - 2024 2023/06/13 - 12:33am External Course Text, NLP, Data Mining, Data Science
Artificial Intelligence Adoption in Healthcare - - DSA ADS Course 2024 2023/06/12 - 5:13pm External Course Artificial Intelligence, Machine Learning, Healthcare
Isoelastic Agents and Wealth Updates in Machine Learning Markets 2023/06/12 - 3:40pm Academic Paper Artificial Intelligence, Machine Learning, Financial Markets, Isoelastic Agents, Multi-Agent System, Investing, Trading, Prediction Markets, Finance
A Hidden Markov Model of Customer Relationship Dynamics: DSA ADS Course - 2023 2023/06/12 - 10:19am External Course Hidden Markov Models, Customer Relationship Management, Buying Behavior, Marketing, Dynamic Choice Model, Segmentation, Bayesian Analysis, Data Science, Markov Decision Processes, Markov Logic Networks
Are Emergent Abilities of Large Language Models a Mirage? 2023/06/11 - 4:19pm External Course Large Language Models, Artificial Intelligence, Machine Learning, ChatGPT
A/B Testing for Marketing Optimization 2023/06/11 - 3:49pm External Course A/B Testing, Marketing Optimization, Marketing
A/B Testing Guide 2023/06/11 - 3:47pm External Course A/B Testing
Kolmogorov Complexity 2023/06/11 - 3:41pm Academic Paper Kolmogorov Complexity, Algorithm, Machine Learning Algorithms, Information Theory
Application of Probability Theory in Investing / Trading Strategies - DSA ADS Course - 2023 2023/06/11 - 10:27am External Course Investing, Trading, Data Science, Applied Data Science, Probabilistic Logic, Information Theory, Bayesian Probability, Finance
Deep Learning: The Good, the Bad, and the Ugly 2023/06/09 - 2:55pm External Course Artificial Intelligence, Deep Learning, Neural Networks, Computational Neuroscience, Object Recognition, Face Recognition, Action Recognition, Image Segmentation
Did lockdowns work? The verdict on Covid restrictions 2023/06/06 - 1:26am Academic Paper COVID19, Lockdowns, Nonpharmaceutical Interventions, Healthcare, Public Health
Minimum-Entropy Coupling Approximation Guarantees Beyond the Majorization Barrier 2023/06/04 - 1:20am Academic Paper Artificial Intelligence, Machine Learning, Information Theory, Data Structures and Algorithms, Minimum Entropy Coupling, Exponential-time Algorithms, Majorization Barrier
Perfectly Secure Steganography Using Minimum Entropy Coupling 2023/06/04 - 1:09am Academic Paper Artificial Intelligence, Machine Learning, Cryptography and Security, Steganography, Minimum Entropy Coupling
Encoding of speech in convolutional layers and the brain stem based on language experience 2023/06/01 - 1:31am Academic Paper Artificial Intelligence, Machine Learning, Human-Computer Interaction, Brain Computer Interfaces, Electroencephalography, Computation and Language
Subjective Signal Strength Distinguishes Reality From Imagination 2023/05/25 - 5:40pm Academic Paper Artificial Intelligence, Machine Learning, Brain Imaging, Brain Activity Mapping, Brain-Inspired Computing
Emerging Role of Nicotinamide Riboside in Health and Diseases 2023/05/24 - 5:59pm Academic Paper Healthcare, Life Sciences, Nicotinamide Riboside, Vitamin B3
Real-World Evidence, Causal Inference, and Machine Learning 2023/05/23 - 11:22pm Academic Paper Artificial Intelligence, Machine Learning, Causal Inference
Using Machine Learning Applied to Real-World Healthcare Data for Predictive Analytics: An Applied Example in Bariatric Surgery 2023/05/23 - 11:18pm Academic Paper Artificial Intelligence, Machine Learning, Healthcare, Bariatric Surgery
Targeted Learning: Towards a future informed by real world evidence 2023/05/23 - 4:46pm Video Causal Inference, High Quality Real World Evidence, Machine Learning, Targeted Machine Learning, Real-World Data
Targeted Machine Learning for Causal Inference Based on Real-World Data 2023/05/23 - 4:45pm Slides Causal Inference, High Quality Real World Evidence, Machine Learning, Targeted Machine Learning, Real-World Data
Reinterpreting causal discovery as the task of predicting unobserved joint statistics 2023/05/23 - 4:34pm Academic Paper Artificial Intelligence, Machine Learning, Causal Inference, Unobserved Joint Distributions, Causal Models
A Platform for the Biomedical Application of Large Language Models 2023/05/23 - 3:59pm Academic Paper Large Language Models, Healthcare, Life Sciences, Biomedical
A Causal Roadmap for Generating High-Quality Real-World Evidence 2023/05/23 - 12:48pm Academic Paper Evidence, High Quality Real World Evidence, Evidence Hierarchy, Evidence Scores, Causality, Causal Inference
Local-to-Global Causal Reasoning for Cross-Document Relation Extraction 2023/05/23 - 12:42pm Academic Paper Causality Inference, Causal, Cross-Document Relation Extraction, Information Extraction, Cross Document, Graph Reasoning, Relation Extraction
Bayesian learning of network structures from interventional experimental data 2023/05/23 - 12:36pm Academic Paper Bayesian Model Selection, Causal Inference, Directed Acyclic Graph, Intervention, Markov Equivalence, Posterior Ratio Consistency, Structure Learning
LeTI: Learning to Generate from Textual Interactions 2023/05/21 - 11:56pm Academic Paper Large Language Models, Artificial Intelligence, Machine Learning, Textual Interactions, Natural Language Processing
GPT-4 System Card 2023/05/19 - 4:54pm Academic Paper Large Language Models, GPT4, Artificial Intelligence, Machine Learning
GPT-4 Technical Report 2023/05/19 - 4:26pm Academic Paper Large Language Models, GPT4, Artificial Intelligence, Machine Learning
Scaling Forward Gradient With Local Losses 2023/05/19 - 3:46pm Academic Paper Artificial Intelligence, Machine Learning, Deep Neural Networks, Forward Gradient Learning, Backpropagation, MNIST, CIFAR-10, ImageNet
Fundamental Theorem of Asset Pricing 2023/05/19 - 1:18am External Course Financial Mathematics, Computational Finance, Finance, Trading, Asset Pricing, Options, Derivatives, Black-Scholes Formula, Applied Probability
A Simple and Intuitive Coverage of The Fundamental Theorems of Asset Pricing 2023/05/19 - 1:16am External Course Quantitative Finance, Asset Pricing, Financial Mathematics, Computational Finance, Finance, Trading, Options, Derivatives, Black-Scholes Formula, Applied Probability
Fundamental Theorem of Asset Pricing, the Hedging Problem and Maximal Claims in Financial Markets with Short Sales Prohibitions 2023/05/19 - 1:13am Academic Paper Quantitative Finance, Asset Pricing, Financial Mathematics, Computational Finance, Finance, Trading, Options, Derivatives, Black-Scholes Formula, Applied Probability
The Probabilistic Method: Lecture Notes 2023/05/19 - 1:05am External Course Applied Probability, Approximate Probabilistic Simulation, Diffusion Probabilistic Models
The Probabilistic Method 2023/05/19 - 1:00am External Course Applied Probability, Approximate Probabilistic Simulation, Diffusion Probabilistic Models
Stochastic Calculus for Finance II: Continuous-Time Models 2023/05/19 - 12:49am External Course Financial Mathematics, Stochastic Calculus, Computational Finance, Finance, Trading, Options, Derivatives, Black-Scholes Formula, Applied Probability, Continuous-Time Models
Stochastic Calculus for Finance Brief Lecture Notes 2023/05/19 - 12:20am External Course Computational Finance, Finance, Trading, Stochastic Calculus, Black-Scholes Formula
Basics of Financial Mathematics 2023/05/19 - 12:19am External Course Financial Mathematics, Computational Finance, Finance, Trading, Options, Derivatives, Black-Scholes Formula, Applied Probability
Deep Learning and Neuroscience - Lecture 23 2023/05/18 - 8:24pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Electronic health records - Lecture 22 2023/05/18 - 8:19pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Deep Learning Image Registration and Analysis - Lecture 21 2023/05/18 - 8:18pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Deep Learning for Cell Imaging Segmentation - Lecture 20 2023/05/18 - 8:17pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Machine Learning for Pathology - Lecture 19 2023/05/18 - 8:15pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Machine Learning for Pathology - Lecture 19 2023/05/18 - 8:15pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Deep Learning for Protein Folding - Lecture 17 2023/05/18 - 8:13pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
AI for Drug Design - Lecture 16 2023/05/18 - 8:09pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Graph Neural Networks - Lecture 15 2023/05/18 - 8:08pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Systems Genetics - Lecture 14 2023/05/18 - 8:04pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
GWAS mechanism - Lecture 13 2023/05/18 - 8:01pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine

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