Sparks of Artificial General Intelligence: Early experiments with GPT-4 |
2023/03/27 - 11:57am |
Academic Paper |
Artificial Intelligence, Machine Learning, Artificial General Intelligence, GPT4, Language Models, Large Language Models, ChatGPT, Computation and Language |

Deep Reinforcement Learning from Human Preferences |
2023/03/15 - 9:04am |
Academic Paper |
Artificial Intelligence, Machine Learning, Reinforcement Learning Systems, Human Preferences, Deep Reinforcement Learning, Multiagent Systems, Reward Model, Goodhart’s Law |

Scaling Laws for Reward Model Overoptimization |
2023/03/13 - 1:34pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Scaling Laws, Deep Reinforcement Learning, Multiagent Systems, Reward Model, Goodhart’s Law |

PaLM-E: An Embodied Multimodal Language Model |
2023/03/12 - 12:48am |
Academic Paper |
Artificial Intelligence, Machine Learning, Robotics, Language Models, Multimodal Language Model |

Foundation Models for Decision Making: Problems, Methods, and Opportunities |
2023/03/10 - 12:57am |
Academic Paper |
Artificial Intelligence, Machine Learning, Foundation Models, Decision Making, Language Models |

Emergent Abilities of Large Language Models |
2023/03/09 - 12:53am |
Academic Paper |
Artificial Intelligence, Machine Learning, Language Models, Multimodal Language Model, Computation and Language |

AI, Neuroscience and Architecture |
2023/03/08 - 11:20pm |
External Course |
Artificial Intelligence, Machine Learning, Neuroscience, Architecture |

Machine Learning - Random Forests |
2023/03/07 - 10:47am |
External Course |
Machine Learning, Random Forests, Algorithms |

Application of Kelly Criterion in Investing / Trading Strategies |
2023/03/06 - 5:29pm |
External Course |
Investing, Trading, Data Science, Applied Data Science, Probabilistic Logic, Information Theory, Kelly Criterion, Finance |

Suppressing Quantum Errors by Scaling a Surface Code Logical Qubit |
2023/03/06 - 5:07pm |
Academic Paper |
Quantum Computing, Quantum Computer, Quantum Error Correction, Logical Qubit Performance, Surface Code Logical Qubit |

Spatio-Temporal Momentum: Jointly Learning Time-Series and Cross-Sectional Strategies |
2023/03/06 - 4:34pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Finance, Portfolio Management, Trading, Market Microstructure, Jointly Learning Time-Series, Cross-Sectional Strategies |

Organoid intelligence (OI): the new frontier in biocomputing and intelligence-in-a-dish |
2023/03/06 - 11:55am |
Academic Paper |
Artificial Intelligence, Machine Learning, Organoid Intelligence, Biocomputing, Microphysiological Systems, Electrophysiology, Cognition |

Monte Carlo Statistical Methods |
2023/03/05 - 11:21am |
External Course |
Monte Carlo Statistical Methods, Statistical Analysis, Monte Carlo Simulations, Statistical Models, Likelihood Models, Bayesian Models, Deterministic Numerical Models, Simulation Methods, Numerical Methods |

Optimal Algorithms for Learning Bayesian Network Structures |
2023/03/04 - 10:53pm |
External Course |
Algorithms, Bayesian Network Structures |

How to Learn an Algorithm |
2023/03/04 - 11:52am |
External Course |
Algorithms, Machine Learning, Algorithm Selection |

What AI is and isn't - What AI can do, and what it cannot |
2023/03/01 - 11:16pm |
External Course |
Artificial Intelligence, Machine Learning, Deep Learning, Symbolic AI |

Gary Marcus on Artificial Intelligence and Common Sense |
2023/03/01 - 11:14pm |
External Course |
Artificial Intelligence, Machine Learning, Deep Learning, Symbolic AI |

Rebooting AI - Gary Marcus |
2023/03/01 - 11:08pm |
Video |
Artificial Intelligence, Machine Learning |

Big Data and Machine Learning on OpenStack |
2023/03/01 - 6:53pm |
External Course |
Machine Learning, OpenStack |

The Data Science Revolution |
2023/03/01 - 4:11pm |
External Course |
Data Science, Exponential Finance, Quantitative Finance, Finance |

Machine Learning Story about Ponies |
2023/03/01 - 2:06pm |
External Course |
Machine Learning |

Towards Universal Fake Image Detectors that Generalize Across Generative Models |
2023/02/21 - 4:29pm |
External Course |
Artificial Intelligence, Machine Learning, Computer Vision and Pattern Recognition, Image Analysis, Image Detectors, Fake Images |

Learning Deep Semantics for Test Completion |
2023/02/21 - 4:25pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Software Engineering, Test Completion, Deep Neural Networks, Programming Language Semantics |

Large-scale Multi-Modal Pre-trained Models: A Comprehensive Survey |
2023/02/21 - 4:11pm |
Academic Paper |
Artificial Intelligence, Machine Learning, : Multi-modal, Pre-trained Model, Information Fusion, Representation Learning, Deep Learni |

Tensor Networks Meet Neural Networks: A Survey |
2023/02/21 - 4:07pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Tensor Networks, Neural Networks, Network Compression, Information Fusion, Quantum Circuit Simulation |

Wealth Management - Goals-Based Application of Fragility Detection Theory |
2023/02/20 - 11:36pm |
External Course |
Wealth Management, Fragility Detection Theory, Portfolio Management, Risk Management |

Quantifying the Behavior of Stock Correlations Under Market Stress: DSA ADS Course - 2023 |
2023/02/20 - 10:40pm |
External Course |
Investing, Trading, Complex Systems, Applied Data Science, Probabilistic Logic, Stock Correlations, Market Stress, Finance |

James Simons - Interview |
2023/02/20 - 9:56pm |
Video |
Physics, Finance, Trading, James Simons |

Multifractal Geometry in Stock Market Time Series - DSA External Course 2023 |
2023/02/20 - 12:59pm |
External Course |
Fractals, Multifractals, Time Series, Finance, Trading, Stocks, Takens Theorem, Chaos Theory, Chaotic Dynamical System, Portfolio Management |

The Case for an Unmanaged Investment Company |
2023/02/20 - 12:10pm |
External Course |
Finance, Portfolio Management, Investment, Index Funds |

Application of Probability Theory in Investing / Trading Strategies |
2023/02/20 - 9:27am |
External Course |
Investing, Trading, Data Science, Applied Data Science, Probabilistic Logic, Information Theory, Bayesian Probability, Finance |

Fraud Detection in Real-Time with Graphs |
2023/02/14 - 10:39am |
External Course |
Fraud Detection, Real-Time, Graphs |

Statistical and Causal Approaches to Machine Learning |
2023/02/13 - 9:47pm |
External Course |
Machine Learning |

Closed-form Continuous-time Neural Networks |
2023/02/10 - 11:50am |
Academic Paper |
Artificial Intelligence, Machine Learning, Liquid Time-constant Networks, Recurrent Neural Network, Time-continuous Recurrent Neural Network, Neural and Evolutionary Computing |

Liquid Time-constant Networks |
2023/02/10 - 11:42am |
Academic Paper |
Artificial Intelligence, Machine Learning, Liquid Time-constant Networks, Recurrent Neural Network, Time-continuous Recurrent Neural Network, Neural and Evolutionary Computing |

Data Science - Part XIII - Hidden Markov Models |
2023/02/09 - 10:16pm |
External Course |
Data Science, Hidden Markov Models |

Visualizing and Understanding Deep Neural Networks |
2023/02/08 - 11:54am |
External Course |
Deep Neural Networks, Matt Zeiler |

Deep Learning for Predicting Human Strategic Behavior |
2023/02/03 - 1:00pm |
Academic Paper |
Machine Learning, Deep Learning, Prediction, Predicting Human Strategic Behavior, Game Theory |

Introduction to Neural Networks in Python |
2023/02/01 - 6:52pm |
External Course |
Neural Networks, Python, TensorFlow, Keras, Data Science |

Optimal Decision Tree Policies for Markov Decision Processes |
2023/01/30 - 10:49pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Decision Tree Policies, Markov Decision Processes, Markov Chains |

Streaming Anomaly Detection |
2023/01/30 - 10:46pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Streaming, Anomaly Detection, Anomaly Detection Algorithms |

Prediction of Customer Churn in Banking Industry |
2023/01/30 - 10:42pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Customer Churn, Banking |

Zero-One Laws of Graph Neural Networks |
2023/01/30 - 10:40pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Graph Neural Networks |

Machine Learning Approach for Player and Position Adjusted Expected Goals in Football (Soccer) |
2023/01/30 - 10:37pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Football, Soccer, Sports Analytics |

Lectures on Causality: Jonas Peters, Part 1 |
2023/01/27 - 8:41pm |
External Course |
Causality, Prediction, Inference, Algorithms, Causal Inference, Structural Causal Models, Interventional Distributions |

Lectures on Causality: Jonas Peters, Part 2 |
2023/01/27 - 7:42pm |
External Course |
Causality, Prediction, Inference, Algorithms, Causal Inference, Structural Causal Models, Interventional Distributions |

Lectures on Causality: Jonas Peters, Part 3 |
2023/01/27 - 6:44pm |
External Course |
Causality, Prediction, Inference, Algorithms, Causal Inference, Structural Causal Models, Interventional Distributions |

Lectures on Causality: Jonas Peters, Part 4 |
2023/01/27 - 12:45pm |
External Course |
Causality, Prediction, Inference, Algorithms, Causal Inference, Structural Causal Models, Interventional Distributions |

1D Convolutional neural networks and machine learning algorithms for spectral data classification with a case study for Covid-19 |
2023/01/26 - 1:07pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Convolutional Neural Networks, Spectral Data Classification, COVID-19, Spectroscopy |

Imitating Human Behaviour with Diffusion Models |
2023/01/26 - 1:03pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Robotics, Human-AI Collaboration, Human Computer Interaction, Human Augmentation, Diffusion Models |