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Did lockdowns work? The verdict on Covid restrictions |
2023/06/06 - 1:26am |
Academic Paper |
COVID19, Lockdowns, Nonpharmaceutical Interventions, Healthcare, Public Health |
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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 |
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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 |
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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 |
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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 |
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Emerging Role of Nicotinamide Riboside in Health and Diseases |
2023/05/24 - 5:59pm |
Academic Paper |
Healthcare, Life Sciences, Nicotinamide Riboside, Vitamin B3 |
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Real-World Evidence, Causal Inference, and Machine Learning |
2023/05/23 - 11:22pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Causal Inference |
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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 |
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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 |
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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 |
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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 |
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A Platform for the Biomedical Application of Large Language Models |
2023/05/23 - 3:59pm |
Academic Paper |
Large Language Models, Healthcare, Life Sciences, Biomedical |
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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 |
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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 |
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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 |
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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 |
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GPT-4 System Card |
2023/05/19 - 4:54pm |
Academic Paper |
Large Language Models, GPT4, Artificial Intelligence, Machine Learning |
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GPT-4 Technical Report |
2023/05/19 - 4:26pm |
Academic Paper |
Large Language Models, GPT4, Artificial Intelligence, Machine Learning |
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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 |
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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 |
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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 |
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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 |
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The Probabilistic Method: Lecture Notes |
2023/05/19 - 1:05am |
External Course |
Applied Probability, Approximate Probabilistic Simulation, Diffusion Probabilistic Models |
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The Probabilistic Method |
2023/05/19 - 1:00am |
External Course |
Applied Probability, Approximate Probabilistic Simulation, Diffusion Probabilistic Models |
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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 |
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Stochastic Calculus for Finance Brief Lecture Notes |
2023/05/19 - 12:20am |
External Course |
Computational Finance, Finance, Trading, Stochastic Calculus, Black-Scholes Formula |
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Basics of Financial Mathematics |
2023/05/19 - 12:19am |
External Course |
Financial Mathematics, Computational Finance, Finance, Trading, Options, Derivatives, Black-Scholes Formula, Applied Probability |
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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 |
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Electronic health records - Lecture 22 |
2023/05/18 - 8:19pm |
Video |
Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine |
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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 |
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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 |
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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 |
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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 |
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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 |
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Systems Genetics - Lecture 14 |
2023/05/18 - 8:04pm |
Video |
Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine |
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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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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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Disease Circuitry Dissection GWAS - Lecture 12 |
2023/05/18 - 7:59pm |
Video |
Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine |
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Dimensionality Reduction - Lecture 11 |
2023/05/18 - 7:58pm |
Video |
Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine |
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Single Cell Genomics - Lecture 10 |
2023/05/18 - 7:57pm |
Video |
Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine |
|
Gene Expression Prediction - Lecture 09 |
2023/05/18 - 7:56pm |
Video |
Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine |
|
Regulatory Genomics - Deep Learning in Life Sciences - Lecture 07 |
2023/05/18 - 7:54pm |
Video |
Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine |
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Deep Learning for Regulatory Genomics - Regulator binding, Transcription Factors TFs - Lecture 08 |
2023/05/18 - 7:54pm |
Video |
Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine |
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Generative Models, Adversarial Networks GANs, Variational Autoencoders VAEs, Representation Learning - Lecture 06 |
2023/05/18 - 7:53pm |
Video |
Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine |
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Interpretable Deep Learning - Deep Learning in Life Sciences - Lecture 05 |
2023/05/18 - 7:50pm |
Video |
Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine |
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Recurrent Neural Networks RNNs, Graph Neural Networks GNNs, Long Short Term Memory LSTMs - Deep Learning in Life Sciences - Lecture 04 |
2023/05/18 - 7:48pm |
Video |
Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine |
|
CNNs Convolutional Neural Networks - Deep Learning in Life Sciences - Lecture 03 |
2023/05/18 - 7:37pm |
Video |
Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine |
|
Machine Learning Foundations - Deep Learning in Life Sciences Lecture 02 |
2023/05/18 - 7:35pm |
Video |
Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine |
