Internet of Things and Sensors and Actuators |
2022/04/19 - 8:35pm |
External Course |
Internet of Things, Sensors, Actuators |
Efficacy and Safety of Vitamin D Supplementation to Prevent COVID-19 in Frontline Healthcare Workers. A Randomized Clinical Trial |
2022/04/18 - 11:09pm |
Academic Paper |
COVID19, Public Policy, Health Policy, Vitamin D, 25-hydroxyvitamin D3 |
Internet of Things: Dr. John Barrett |
2022/04/18 - 8:37pm |
External Course |
Internet of Things |
An integrated brain-machine interface platform with thousands of channels |
2022/04/17 - 6:59pm |
External Course |
Public Policy, Health Policy, Brain-Inspired Computing, Human Computer Interaction, Brain-machine Interface Platform |
Nutrition, longevity and disease: From molecular mechanisms to interventions |
2022/04/17 - 6:52pm |
Academic Paper |
Public Policy, Health Policy, Nutrition, Longevity, Disease |
From Reddit to Wall Street: the role of committed minorities in financial collective action |
2022/04/15 - 9:12pm |
Academic Paper |
Finance, Financial Trading, Algorithmic Trading, Collective Behavior, Collective Inference, Behavioural Cascades |
Causal Data Science: Graphical Models, Exchangeable Models and Graphons |
2022/04/14 - 2:41am |
External Course |
Causal Data Science, Graphical Models, Exchangeable Models, Graphons, Elias Bareinboim |
Causal Data Science: A General Framework for Causal Inference and Fusion |
2022/04/14 - 2:37am |
External Course |
Elias Bareinboim, Data Science, Causal Data Science, Causal Inference, Causal Reasoning |
Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data |
2022/04/13 - 11:15pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Medical Data, Natural Language Processing, Computation and Language |
An Artificial Neural Networks Primer with Financial Applications Examples in Financial Distress Predictions and Foreign Exchange Hybrid Trading System |
2022/04/07 - 4:24pm |
Academic Paper |
Artificial Neural Networks, Neural Networks, Financial Distress Predictions, Foreign Exchange Hybrid Trading System, Finance, Artificial Intelligence |
Approximate Decision Trees For Machine Learning Classification on Tiny Printed Circuits |
2022/04/06 - 5:43pm |
Academic Paper |
Machine Learning, Approximate Decision Trees, Hardware Architecture, Printed Electronics, Bespoke Architectures, Approximate Computing, Decision Trees, Genetic Algorithm |
Randomised Clinical Trials of COVID-19 Vaccines: Do Adenovirus-Vector Vaccines Have Beneficial Non-Specific Effects? |
2022/04/06 - 4:59pm |
Academic Paper |
COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccines, Adenovirus-vector Vaccines |
Probabilities of Causation: Three Counterfactual Interpretations and their Identification |
2022/04/05 - 8:35pm |
External Course |
Causal Analysis, Causality Inference, Counterfactuals |
Causality Models, Reasoning and Inference: Causal Data Science Course |
2022/04/05 - 4:05pm |
External Course |
Causal Analysis, Causality Models, Causal Inference |
Markov Chains Work Force Planning Models |
2022/04/03 - 7:02pm |
External Course |
Markov Chains, Markov, Human Resources, Work Force Planning Models |
Robust and Energy-efficient PPG-based Heart-Rate Monitoring |
2022/03/31 - 5:47pm |
Academic Paper |
Machine Learning, Signal Processing, PPG Sensor, Neural Architecture Search, Healthcare, Health Policy, Heart-Rate Monitoring, Temporal Convolutional Networks |
Can stable and accurate neural networks be computed? -- On the barriers of deep learning and Smale's 18th problem |
2022/03/31 - 5:43pm |
Academic Paper |
Machine Learning, Computational Neural Networks, Inverse Problems, Smale’s 18th Problem, Computer Vision and Pattern Recognition, Neural and Evolutionary Computing, Numerical Analysis |
A general approach for running Python codes in OpenFOAM using an embedded pybind11 Python interpreter |
2022/03/31 - 5:39pm |
Academic Paper |
Machine Learning, Python, Computational Engineering, Finance, pybind11 |
Optimization for Classical Machine Learning Problems on the GPU |
2022/03/31 - 5:36pm |
Academic Paper |
Machine Learning, GPU, GPU Programming |
AI Gone Astray: Technical Supplement |
2022/03/31 - 5:33pm |
Academic Paper |
Machine Learning, Healthcare, Health Policy, Patient Data, Patient Safety |
Human Response to an AI-Based Decision Support System: A User Study on the Effects of Accuracy and Bias |
2022/03/29 - 11:58pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Decision Support Systems, Human-Computer Interaction, Human-AI interaction |
A Multimodal Approach for Parkinson Disease Analysis |
2022/03/29 - 11:52pm |
Academic Paper |
Machine Learning, Neurons and Cognition, Health Technology, Healthcare, Speech Analysis, Dysphagia, Parkinson Disease |
Explaining Random Forest Prediction Through Diverse Rulesets |
2022/03/29 - 11:44pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Explainable AI, Interpretable ML, Random Forest, Random Survival Forest, Multi-label Classification |
Randomized trials and their observational emulations: a framework for benchmarking and joint analysis |
2022/03/29 - 12:14am |
Academic Paper |
Randomized Trials, Joint Analysis, Random Classification, Randomized Experimental Design |
GEMA: An open-source Python library for self-organizing-maps |
2022/03/26 - 10:18am |
Academic Paper |
Machine Learning, Python, Neural and Evolutionary Computing |
A Rationale-Centric Framework for Human-in-the-loop Machine Learning |
2022/03/26 - 10:15am |
Academic Paper |
Machine Learning, Human Computer Interaction, Human-in-the-loop Machine Learning, Computation and Language |
Dexterous Imitation Made Easy: A Learning-Based Framework for Efficient Dexterous Manipulation |
2022/03/26 - 10:04am |
Academic Paper |
Robotics, Robotic Manipulation, Collective Robot Reinforcement Learning, Computer Vision and Pattern Recognition, Artificial Intelligence, Machine Learning |
Reflecting on HCI: Perennial Questions, Emerging Technoscapes |
2022/03/23 - 1:08am |
External Course |
Human Computer Interaction, HCI, Technoscapes |
Experimental Quantum Speed-up in Reinforcement Learning Agents |
2022/03/18 - 5:26pm |
Academic Paper |
Machine Learning, Reinforcement Learning Agents, Quantum Computing, Quantum Physics |
A Rigorous and Robust Quantum Speed-up in Supervised Machine Learning |
2022/03/18 - 5:22pm |
Academic Paper |
Machine Learning, Supervised Machine Learning, Quantum Physics, Quantum Computing |
Quantum Phase Recognition via Unsupervised Machine Learning |
2022/03/18 - 5:18pm |
Academic Paper |
Machine Learning, Unsupervised Machine Learning, Quantum Phase Recognition, Strongly Correlated Electrons, Disordered Systems and Neural Networks, Statistical Mechanics |
Scheduling with Predictions and the Price of Misprediction |
2022/03/18 - 5:14pm |
Academic Paper |
Machine Learning, Price of Misprediction, Data Structures and Algorithms |
Chip Placement with Deep Reinforcement Learning |
2022/03/18 - 5:10pm |
Academic Paper |
Machine Learning, Chip Placement, Deep Reinforcement Learning, Reinforcement Learning, Chip Design |
LISA: Towards Learned DNA Sequence Search |
2022/03/18 - 5:07pm |
Academic Paper |
Machine Learning, Genomics, Learned DNA Sequence Search, DNA Sequence Search, Data Structures and Algorithms |
PDNS-Net: A Large Heterogeneous Graph Benchmark Dataset of Network Resolutions for Graph Learning |
2022/03/16 - 6:29pm |
Academic Paper |
Machine Learning, Causal Graphs, Heterogeneous Graph Benchmark Datasets, Graph Learning, Cryptography and Security |
Object Detection as Probabilistic Set Prediction |
2022/03/16 - 5:58pm |
Academic Paper |
Machine Learning, Object Detection, Probabilistic Set Prediction, Computer Vision and Pattern Recognition, Probabilistic Object Detection, Random Finite Sets, Proper Scoring Rules, Uncertainty Estimation |
MSCET: A Multi-Scenario Offloading Schedule for Biomedical Data Processing and Analysis in Cloud-Edge-Terminal Collaborative Vehicular Networks |
2022/03/16 - 5:47pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Health Policy, Biomedical Data Processing and Analysis, Cloud-Edge-Terminal Collaborative Vehicular Networks, Optimization, Resource Allocation, Task Offloading, Internet of Things |
POETREE: Interpretable Policy Learning with Adaptive Decision Trees |
2022/03/16 - 5:40pm |
Academic Paper |
Machine Learning, Interpretable Policy Learning, Adaptive Decision Trees, Decision Trees |
One Network Doesn't Rule Them All: Moving Beyond Handcrafted Architectures in Self-Supervised Learning |
2022/03/16 - 5:37pm |
Academic Paper |
Machine Learning, Artificial Intelligence, Self-Supervised Learning, Neural Architecture Search, Computer Vision and Pattern Recognition |
Privacy-Aware Compression for Federated Data Analysis |
2022/03/16 - 5:34pm |
Academic Paper |
Machine Learning, Privacy, Compression, Federated Data Analysis, Cryptography and Security |
Threat Detection for General Social Engineering Attack Using Machine Learning Techniques |
2022/03/16 - 5:31pm |
Academic Paper |
Machine Learning, Threat Detection, General Social Engineering Attack, Social Engineering Dataset, Attack Features, Cryptography and Security |
How Many People Died from the Covid-19 Inoculations? An Estimate Based on a Survey of the United States Population |
2022/03/16 - 5:12pm |
Academic Paper |
COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccines, Inoculation, Fatalities, Injuries |
Group Life COVID-19 Mortality Survey Report |
2022/03/16 - 4:14pm |
White Paper |
COVID19, Public Policy, Health Policy, Mortality Survey Report, Mortality Rate |
Active Elastocapillarity in Soft Solids with Negative Surface Tension |
2022/03/15 - 12:06am |
Academic Paper |
Robotics, Robot Motion, Robotic Metamaterials, Shape-shifting Nanoparticles, Nanotechnology, Nanoscale Physics, Active Elastocapillarity |
Do Vision Transformers See Like Convolutional Neural Networks? |
2022/03/14 - 11:58pm |
Academic Paper |
Machine Learning, Computer Vision and Pattern Recognition, Artificial Intelligence, Image and Video Processing |
TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up |
2022/03/14 - 11:54pm |
Academic Paper |
Machine Learning, Computer Vision and Pattern Recognition, Artificial Intelligence, Image and Video Processing |
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text |
2022/03/14 - 11:39pm |
Academic Paper |
Machine Learning, Computer Vision and Pattern Recognition, Artificial Intelligence, Image and Video Processing |
Attention Is All You Need |
2022/03/14 - 11:35pm |
Academic Paper |
Machine Learning, Computation and Language |
Monitoring Time Series With Missing Values: a Deep Probabilistic Approach |
2022/03/10 - 5:36pm |
Academic Paper |
Machine Learning, Multivariate Time Series Forecasting, Missing Values, Forecasting with Uncertainty Propagation |
Geometric Optimisation on Manifolds with Applications to Deep Learning |
2022/03/10 - 5:33pm |
Academic Paper |
Machine Learning, Geometric Optimisation, Deep Learning, Neural Network Architectures |