Machine Learning - Random Forests |
2022/12/12 - 10:47am |
External Course |
Machine Learning, Random Forests, Algorithms |

Generative Pre-trained Transformer 3 |
2022/12/11 - 11:41pm |
External Course |
Machine Learning, Generative Pre-trained Transformer 3, GPT3 |

Dollar Debt in FX Swaps and Forwards: Huge, Missing and Growing |
2022/12/09 - 8:24pm |
External Course |
Finance, Trading, Investing, Currency Swaps, FX Swap Markets, FX Swaps, Dollar Obligations, Bank for International Settlements |

Towards Quantum Advantage via Topological Data Analysis |
2022/12/09 - 8:13pm |
Academic Paper |
Quantum Computing, Topological Data Analysis, Quantum Physics, Computational Complexity, Quantum Machine Learning, Quantum Algorithms |

Competition-Level Code Generation with AlphaCode |
2022/12/09 - 7:55pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Programming Languages, AlphaCode, Algorithmic Reasoning, Code Generation |

On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? |
2022/12/07 - 1:53pm |
Academic Paper |
Natural Language Processing, Language Models, Artificial Intelligence, Machine Learning, BERT, Switch-C, GPT-2, GPT-3 |

Discovering faster matrix multiplication algorithms with reinforcement learning |
2022/11/30 - 1:38pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Reinforcement Learning, Matrix Multiplication, Matrix Multiplication Algorithms |

Quantifying the Behavior of Stock Correlations Under Market Stress: DSA ADS Course - 2023 |
2022/11/29 - 10:40pm |
External Course |
Investing, Trading, Complex Systems, Applied Data Science, Probabilistic Logic, Stock Correlations, Market Stress, Finance |

Topological Data Analysis for the Working Data Scientist |
2022/11/22 - 9:14pm |
External Course |
Topological Data Analysis |

Application of Kelly Criterion in Investing / Trading Strategies |
2022/11/15 - 5:29pm |
External Course |
Investing, Trading, Data Science, Applied Data Science, Probabilistic Logic, Information Theory, Kelly Criterion, Finance |

Application of Probability Theory in Investing / Trading Strategies |
2022/11/15 - 9:27am |
External Course |
Investing, Trading, Data Science, Applied Data Science, Probabilistic Logic, Information Theory, Bayesian Probability, Finance |

Designing Data Visualizations: DSA ADS Course - 2023 |
2022/11/11 - 1:09pm |
External Course |
Data Science, Data Visualization |

A Hidden Markov Model of Customer Relationship Dynamics: DSA ADS Course - 2023 |
2022/11/11 - 9:19am |
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 |

Demonstration of a decimeter-level accurate hybrid optical-wireless terrestrial positioning system |
2022/11/10 - 3:20pm |
Academic Paper |
Global Navigation Satellite Systems, Positioning Navigation Timing, Hybrid Optical-wireless Terrestrial Positioning System |

Perception and memory have distinct spatial tuning properties in human visual cortex |
2022/11/04 - 9:09pm |
Academic Paper |
Brain-Inspired Computing, Brain Activity Mapping, Perception, Memory, Spatial Tuning Properties, Human Visual Cortex, Spatial Memory Retrieval, Brain-inspired Biosignal Classification |

Deep Learning: Machine Perception and Its Applications |
2022/11/03 - 11:35pm |
External Course |
Deep Learning, Machine Perception, Deep Convolutional Neural Networks |

Tera-scale Deep Learning |
2022/11/03 - 11:33pm |
External Course |
Tera-scale, Deep Learning, Deep Convolutional Neural Networks |

How To Design A Good API |
2022/11/01 - 2:13pm |
External Course |
API, Application Programming Interfaces |

A compute-in-memory chip based on resistive random-access memory |
2022/10/27 - 6:00pm |
Academic Paper |
Artificial Intelligence, Machine Learning, NeuRRAM, RRAM CIM Chip, Compute-in-memory Chip, RRAM-CIM Hardware |

Endonuclease fingerprint indicates a synthetic origin of SARS-CoV-2 |
2022/10/26 - 6:46pm |
Academic Paper |
COVID19, Public Policy, Health Policy, SARS-CoV-2, Origins of SARS-CoV-2, Endonuclease Fingerprint, Synthetic Virus |

The Causal Foundations of Applied Probability and Statistics |
2022/10/24 - 8:37pm |
External Course |
Probabilistic Logic, Probability Theory, Causality, Causal Inference, Applied Probability, Statistics |

Text and Code Embeddings by Contrastive Pre-Training |
2022/10/24 - 11:13am |
Academic Paper |
Artificial Intelligence, Machine Learning, Computation and Language, Text Embeddings, Code Embeddings, Contrastive Pre-Training |

Quantum Kerr Learning |
2022/10/23 - 6:02pm |
Academic Paper |
Quantum Computing, Quantum Algorithms, Quantum Machine Learning, Quantum Kerr Learning |

Bounds on quantum evolution complexity via lattice cryptography |
2022/10/23 - 5:58pm |
Academic Paper |
Quantum Computing, Quantum Algorithms, Data Analysis, Statistics and Probability, Data Structures and Algorithms |

PERCIVAL: Open-Source Posit RISC-V Core With Quire Capability |
2022/10/23 - 5:52pm |
Academic Paper |
Artificial Intelligence, Big Data Technology, RISC-V Core, IEEE-754, Floating Point, RISC-V, CPU, CVA6, LLVM, Matrix Multiplication |

Tele-Knowledge Pre-training for Fault Analysis |
2022/10/23 - 5:45pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Telecommunication, Model Pre-training, Knowledge Graph, Numeric Encoding, Fault Analysis |

The Brain-Inspired Cooperative Shared Control for Brain-Machine Interface |
2022/10/23 - 5:39pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Brain-machine Interface Platform, Robotics, Human-Computer Interaction, Systems and Control |

Hybrid-Regressive Neural Machine Translation |
2022/10/23 - 11:12am |
Academic Paper |
Artificial Intelligence, Machine Learning, Neural Machine Translation, Computation and Language |

Feasibility Layer Aided Machine Learning Approach for Day-Ahead Operations |
2022/10/23 - 10:56am |
Academic Paper |
Artificial Intelligence, Machine Learning, Systems and Control, Logistic Regression, Random Forest, K-nearest Neighbor, Mixedinteger Linear Programming, Security-constrained Unit Commitment |

Zero-Shot Text-to-Image Generation |
2022/10/23 - 10:49am |
Academic Paper |
Artificial Intelligence, Machine Learning, Text-to-Image Generation, Computer Vision and Pattern Recognition |

Deep Learning, Self-Taught Learning and Unsupervised Feature Learning |
2022/10/22 - 8:35pm |
External Course |
Deep Learning, Self-Taught Learning, Unsupervised Feature Learning, Andrew Ng |

Abstraction and Analogy-Making in Artificial Intelligence |
2022/10/22 - 3:50pm |
Academic Paper |
Artificial Intelligence, Machine Learning |

OUT TO SEE - A Film with John Ioannidis |
2022/10/20 - 3:59pm |
Video |
John Ioannidis, Applied Data Science, Causal Data Science, COVID19, Public Policy, Health Policy |

Age-stratified infection fatality rate of COVID-19 in the non-elderly informed from pre-vaccination national seroprevalence studies |
2022/10/18 - 1:38am |
Academic Paper |
COVID19, Public Policy, Health Policy, Infection Fatality Rate, Seroprevalence, Bias, Epidemics |

QuCNN: A Quantum Convolutional Neural Network with Entanglement Based Backpropagation |
2022/10/12 - 8:19pm |
Academic Paper |
Quantum Computing, Machine Learning, Quantum Machines, Quantum Information Processing, Quantum Algorithms, Quantum Processor, Quantum Machine Learning, Convolutional Neural Networks |

Depth-First Grover Search Algorithm on Hybrid Quantum-Classical Computer |
2022/10/12 - 8:13pm |
Academic Paper |
Quantum Computing, Quantum Machines, Quantum Information Processing, Quantum Algorithms, Quantum Processor, Hybrid Quantum-Classical Computer, Grover’s Algorithm, Unstructured Database Search |

Ab-initio two-dimensional digital twin for quantum computer benchmarking |
2022/10/12 - 8:08pm |
Academic Paper |
Quantum Computing, Quantum Machines, Quantum Information Processing, Quantum Algorithms, Quantum Processor, Quantum Computer Benchmarking, Noisy Intermediate Scale Quantum Computer |

The Typical Behavior of Bandit Algorithms |
2022/10/12 - 5:34pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Bandit Algorithms, Multi-armed Bandits, Regret Distribution, Limit Theorems |

Causal and counterfactual views of missing data models |
2022/10/12 - 10:00am |
Academic Paper |
Machine Learning, Missing Data, Causal Inference, Causal Graphs, Missing Data DAG Models |

In-situ Model Downloading to Realize Versatile Edge AI in 6G Mobile Networks |
2022/10/09 - 11:19pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Edge AI, 6G Mobile Networks, Edge-Cloud Collaborative Intelligence, Information Theory |

Understanding Practices, Challenges, and Opportunities for User-Driven Algorithm Auditing in Industry Practice |
2022/10/09 - 11:14pm |
Academic Paper |
Artificial Intelligence, Machine Learning, User-Driven Algorithm Auditing, Data Auditing, Human-Computer Interaction |

Demystifying Map Space Exploration for NPUs |
2022/10/09 - 11:10pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Map Space Exploration, Neural Processing Units, Deep Neural Network |

To tree or not to tree? Assessing the impact of smoothing the decision boundaries |
2022/10/09 - 11:05pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Decision Trees, Neural Decision Trees, Neural Networks, Model Family Selection, Model Selection, Interpretability, Data Exploration |

The State-of-the-Art Survey on Optimization Methods for Cyber-physical Networks |
2022/10/09 - 11:00pm |
Academic Paper |
Cyber-physical Systems, Restoration Planning, Mathematical Modeling, Optimization, Scalability |

Learnware: Small Models Do Big |
2022/10/09 - 10:57pm |
Academic Paper |
Artificial Intelligence, Machine Learning |

Proposal for a Directive on adapting non contractual civil liability rules to artificial intelligence |
2022/10/09 - 10:39pm |
White Paper |
Artificial Intelligence, Machine Learning, Public Policy, Data Science Laws, Law Regulation |

Blueprint for an AI Bill of Rights |
2022/10/09 - 10:29pm |
White Paper |
Artificial Intelligence, Machine Learning, Public Policy |

Universal control of a six-qubit quantum processor in silicon |
2022/10/04 - 7:55pm |
Academic Paper |
Quantum Computing, Quantum Information Processing, Quantum Algorithms, Quantum Processor, Silicon |

NLP with Deep Learning - BERT and Other Pre-trained Language Models |
2022/10/03 - 2:44pm |
External Course |
NLP, Deep Learning, Neural Networks, Natural Language Processing, BERT, Pre-trained Language Models |

NLP with Deep Learning - Low Resource Machine Translation |
2022/10/03 - 2:41pm |
External Course |
NLP, Deep Learning, Neural Networks, Natural Language Processing, Low Resource Machine Translation |