Resources

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
Agent-based Computational Finance: DSA ADS Course - 2023 2022/11/12 - 10:46am External Course Agent-based Model, Intelligent Agents, Computational Finance, Finance, Trading, Market Microstructure, Genetic Algorithms, Neural Networks, Artificial Financial Markets, Evolutionary Computation.
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
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
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
Robust Preparation of Wigner-Negative States with Optimized SNAP-Displacement Sequences 2022/10/01 - 7:07pm Academic Paper Quantum Computing, Quantum Machines, Quantum Information Processing, Wigner-Negative States, Optimized SNAP-Displacement Sequences
Why Most Published Research Findings Are False 2022/10/01 - 6:50pm External Course Research, Nonreplication, John P. A. Ioannidis, Statistical Significance, Correlation, Bias, Evidence, Causation, Fraud
NLP with Deep Learning – Natural Language Generation 2022/09/27 - 2:30pm External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Natural Language Generation
NLP with Deep Learning – Transformers and Self-Attention 2022/09/27 - 2:29pm External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Transformers and Self-Attention
NLP with Deep Learning – Contextual Word Embeddings 2022/09/27 - 2:27pm External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Contextual Word Embeddings
How Flawed Statistics Manipulated the Covid Narrative - Video 2022/09/23 - 10:43pm Video COVID19, Public Policy, Health Policy, Statistical Analysis, Vaccine
How Flawed Statistics Manipulated the Covid Narrative - Slides 2022/09/23 - 10:33pm Slides COVID19, Public Policy, Health Policy, Statistical Analysis, Vaccine
Iterative Qubits Management for Quantum Index Searching in a Hybrid System 2022/09/23 - 8:31pm Academic Paper Quantum Computing, Quantum Machines, Quantum Information Processing, Quantum Algorithms, Quantum Processor, Quantum Search, Quantum Resource Management, Iterative Qubits Management
Cytoarchitecture, intersubject variability, and 3D mapping of four new areas of the human anterior prefrontal cortex 2022/09/22 - 1:58pm Academic Paper Brain Activity Mapping, Brain Imaging Data, Brain-machine Interface Platform, Neuroscience, Brain Mapping, Human Brain Atlas, Julichbrain, Cerebral Cortex

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