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 |