Resources

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

Pages