|
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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
|
We Need a Participatory Health Policy | Guests: Jay Bhattacharya and John Ioannidis |
2022/09/21 - 1:22pm |
Video |
COVID19, Public Policy, Health Policy |
|
Flexible Diffusion Modeling of Long Videos |
2022/09/14 - 12:49pm |
Academic Paper |
Machine Learning, Artificial Intelligence, Video Modeling, Flexible Diffusion Modeling, Long Videos, Image and Video Processing, Computer Vision and Pattern Recognition |
|
Rethinking Streaming Machine Learning Evaluation |
2022/09/14 - 12:43pm |
Academic Paper |
Machine Learning, Artificial Intelligence, Streaming |
|
Overfitting in Quantum Machine Learning and Entangling Dropout |
2022/09/14 - 12:39pm |
Academic Paper |
Machine Learning, Overfitting, Quantum Machine Learning, Entangling Dropout, Training Data |
|
Compensating Errors in Cloud Radiative and Physical Properties over the Southern Ocean in the CMIP6 Climate Models |
2022/09/13 - 4:38pm |
Academic Paper |
Climate Models, Climate Science, Climate Scenarios, Cloud Radiative Effect, Cloud Physics |
|
The Utility of Explainable AI in Ad Hoc Human-Machine Teaming |
2022/09/09 - 4:48pm |
Academic Paper |
Machine Learning, Artificial Intelligence, Human-AI interaction, Human-Computer Interaction, Human-in-the-loop Machine Learning, Explainable AI |
|
Decoding Speech from Non-invasive Brain Recordings |
2022/09/09 - 4:43pm |
Academic Paper |
Machine Learning, Artificial Intelligence, Healthcare, Neuroscience, Audio and Speech Processing, Neurons and Cognition, Brain Recordings, Decoding Speech, Brain-machine Interface Platform |
|
Text-Free Learning of a Natural Language Interface for Pretrained Face Generators |
2022/09/09 - 4:38pm |
Academic Paper |
Machine Learning, Artificial Intelligence, Language Models, Natural Language Processing, NLP, Contrastive Language-Image Pre-training, Image and Video Processing, Computer Vision and Pattern Recognition |
