Resources

Language Models are Few-Shot Learners - GPT-3 Autoregressive Language Model 2022/07/04 - 9:14am External Course Machine Learning, Foundation Models, Artificial Intelligence, Language Models, Natural Language Processing, NLP, GPT-3, Autoregressive Language Model
Generative Pre-trained Transformer 3 2022/07/04 - 12:41am External Course Machine Learning, Generative Pre-trained Transformer 3, GPT3
Training Compute-Optimal Large Language Models 2022/07/02 - 11:47pm External Course Machine Learning, Foundation Models, Artificial Intelligence, Language Models, Natural Language Processing, NLP, GPT-3, Autoregressive Language, Computation and Language
On the Opportunities and Risks of Foundation Models 2022/07/02 - 11:17pm External Course Machine Learning, Foundation Models, Artificial Intelligence, Risk Management, Language Models, Natural Language Processing, NLP, GPT-3, Autoregressive Language Model
The Quest for Open Science: Truth of Covid19 Policy Response 2022/06/30 - 11:24pm Video COVID19, Public Policy, Health Policy, Open Science
Zero-Shot Building Control 2022/06/28 - 10:01pm Academic Paper Artificial Intelligence, Machine Learning, Energy, Systems and Control, Building Control
Hamiltonian Monte Carlo Particle Swarm Optimizer 2022/06/28 - 9:58pm Academic Paper Artificial Intelligence, Machine Learning, Hamiltonian Monte Carlo, Neural and Evolutionary Computing, PSO, HMC-PSO, Gradient Descent
DayDreamer: World Models for Physical Robot Learning 2022/06/28 - 9:53pm Academic Paper Artificial Intelligence, Machine Learning, Robotics, Goal Recognition, Occlusion, Verification
Verifiable Goal Recognition for Autonomous Driving with Occlusions 2022/06/28 - 9:47pm Academic Paper Artificial Intelligence, Machine Learning, Robotics, Autonomous Driving, Goal Recognition, Occlusion, Verification
Modeling Extraneous Activity Delays in Business Process Simulation 2022/06/28 - 9:44pm Academic Paper Artificial Intelligence, Machine Learning, Business Process Simulation, Process Mining
Martin Kulldorff: Lessons from Sweden for the Next Pandemic 2022/06/25 - 9:15pm Video COVID19, Public Policy, Health Policy
Coupling Visual Semantics of Artificial Neural Networks and Human Brain Function via Synchronized Activations 2022/06/25 - 2:43am Academic Paper Artificial Intelligence, Machine Learning, Visual Semantics, Artificial Neural Networks, Human Brain Function, Synchronized Activations, Computer Vision and Pattern Recognition, Brain-Inspired Computing
Interpretable machine learning optimization (InterOpt) for operational parameters: a case study of highly-efficient shale gas development 2022/06/25 - 2:39am Academic Paper Artificial Intelligence, Machine Learning, Shale Gas, Shapley Value, Neural Networks
Automated SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MR Images 2022/06/25 - 2:34am Academic Paper Artificial Intelligence, Machine Learning, Brain MR Images, Healthcare, Health Technology, Image and Video Processing, Computer Vision and Pattern Recognition
Reinforcement Learning under Partial Observability Guided by Learned Environment Models 2022/06/25 - 2:30am Academic Paper Artificial Intelligence, Machine Learning, Reinforcement Learning, Learned Environment Models, Markov Chains, Markov Decision Processes
plingo: A system for probabilistic reasoning in clingo based on lpmln 2022/06/25 - 2:26am Academic Paper Artificial Intelligence, Applied Probability, Probabilistic Forecasting, Probabilistic Reasoning
Powering Hidden Markov Model by Neural Network based Generative Models 2022/06/25 - 2:02am Academic Paper Artificial Intelligence, Machine Learning, Markov Models, Hidden Markov Models, Neural Networks, Generative Models
Covid - The Way Forward with Prof. Jay Bhattacharya & Dr.Aseem Malhotra 2022/06/23 - 2:01am Video COVID19, Public Policy, Health Policy
Serious Adverse Events of Special Interest Following mRNA Vaccination in Randomized Trials 2022/06/23 - 1:30am Academic Paper COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccines
TRUST XAI: Model-Agnostic Explanations for AI With a Case Study on IIoT Security 2022/06/17 - 10:32pm Academic Paper Artificial Intelligence, Machine Learning, Information Theory, Algorithm Decision Making
ADDAI: Anomaly Detection using Distributed AI 2022/06/17 - 10:27pm Academic Paper Artificial Intelligence, Machine Learning, Anomaly Detection, Distributed AI, Algorithm Decision Making, Distributed, Parallel, and Cluster Computing
Boosting human decision-making with AI-generated decision aids 2022/06/17 - 10:21pm Academic Paper Artificial Intelligence, Machine Learning, Information Retrieval, Human-Computer Interaction, Adaptive Decision Trees, Algorithm Decision Making
Have I done enough planning or should I plan more? 2022/06/17 - 10:18pm Academic Paper Artificial Intelligence, Machine Learning, Information Retrieval, Human-Computer Interaction, Adaptive Decision Trees, Algorithm Decision Making
Understanding Clinical Trial Reports: Extracting Medical Entities and Their Relations 2022/06/17 - 10:14pm Academic Paper Artificial Intelligence, Machine Learning, Healthcare, Medical Evidence, Information Retrieval, Computation and Language, Human-Computer Interaction
MS2: Multi-Document Summarization of Medical Studies 2022/06/17 - 10:10pm Academic Paper Artificial Intelligence, Machine Learning, Healthcare, Medical Evidence, Information Retrieval, Computation and Language, Human-Computer Interaction
Learning to Ask Like a Physician 2022/06/17 - 10:07pm Academic Paper Artificial Intelligence, Machine Learning, Healthcare, Medical Evidence, Information Retrieval, Computation and Language, Human-Computer Interaction
What Would it Take to get Biomedical QA Systems into Practice? 2022/06/17 - 10:04pm Academic Paper Artificial Intelligence, Machine Learning, Healthcare, Medical Evidence, Information Retrieval, Computation and Language, Human-Computer Interaction
SNaC: Coherence Error Detection for Narrative Summarization 2022/06/17 - 10:00pm Academic Paper Artificial Intelligence, Machine Learning, Healthcare, Medical Evidence, Information Retrieval, Computation and Language, Human-Computer Interaction
Evaluating Factuality in Text Simplification 2022/06/17 - 9:57pm Academic Paper Artificial Intelligence, Machine Learning, Healthcare, Medical Evidence, Information Retrieval, Computation and Language, Human-Computer Interaction
Understanding Clinical Trial Reports: Extracting Medical Entities and Their Relations 2022/06/17 - 9:51pm Academic Paper Artificial Intelligence, Machine Learning, Healthcare, Medical Evidence, Information Retrieval, Computation and Language, Human-Computer Interaction
Trialstreamer: Mapping and Browsing Medical Evidence in Real-Time 2022/06/17 - 9:44pm Academic Paper Artificial Intelligence, Machine Learning, Healthcare, Medical Evidence, Information Retrieval, Computation and Language, Human-Computer Interaction
Unified Pretraining Framework for Document Understanding 2022/06/17 - 9:15pm Academic Paper Artificial Intelligence, Machine Learning, Document Intelligence, Document Analysis, Unified Pretraining Framework, Document Understanding, Computation and Language, Computer Vision and Pattern Recognition
SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation 2022/06/17 - 9:05pm Academic Paper Artificial Intelligence, Machine Learning, Continuous Multi-Task Domain Adaptation, Driving Datasets, Computer Vision and Pattern Recognition
Level 2 Autonomous Driving on a Single Device: Diving into the Devils of Openpilot 2022/06/17 - 8:59pm Academic Paper Artificial Intelligence, Machine Learning, Autonomous Driving, Automated Pilot, Computer Vision and Pattern Recognition
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems 2022/06/17 - 8:53pm Academic Paper Artificial Intelligence, Machine Learning, Natural Language Understanding Systems, Natural Language Processing, Computation and Language
Deep Learning-based Massive MIMO CSI Acquisition for 5G Evolution and 6G 2022/06/17 - 8:51pm Academic Paper Artificial Intelligence, Machine Learning, Channel State Information, MIMO Transmission, MIMO Systems, 5G, Signal Processing, Information Theory, Networking and Internet Architecture
SwinVRNN: A Data-Driven Ensemble Forecasting Model via Learned Distribution Perturbation 2022/06/17 - 8:44pm Academic Paper Artificial Intelligence, Machine Learning, Recurrent Neural Network, Data-Driven Ensemble Forecasting Model, Learned Distribution Perturbation, Computer Vision and Pattern Recognition
Maximum Flow and Minimum-Cost Flow in Almost-Linear Time 2022/06/17 - 6:13pm Academic Paper Artificial Intelligence, Machine Learning, Algorithm, Acyclic Graphs, Directed Acyclic graphs, Optimal Transport, Matrix Scaling, P-norm Flows, P-norm Isotonic Regression
Are you confident enough to act? Individual differences in action control are associated with post-decisional metacognitive bias 2022/06/17 - 6:07pm Academic Paper Algorithm Decision Making, Human Decision Making, Action Control, Post-decisional Metacognitive Bias
A Final Report Card on the States’ Response to COVID-19 2022/06/17 - 5:49pm Academic Paper COVID19, Public Policy, Health Policy
Non-Covid Excess Deaths, 2020-21: Collateral Damage of Policy Choices? 2022/06/12 - 11:35am Academic Paper COVID19, Public Policy, Health Policy, Excess Deaths, Collateral Damage of Policy Choices?
Characterizing Drought Behavior in the Colorado River Basin Using Unsupervised Machine Learning 2022/06/08 - 1:23pm Academic Paper Artificial Intelligence, Machine Learning, Earth System Models, Climate Science, Climate Models, Drought Behavior, Colorado River Basin, Water Law, Earth and Space Science
Causal Machine Learning for Healthcare and Precision Medicine 2022/06/08 - 9:54am Academic Paper Healthcare, Precision Medicine, Machine Learning, Causal Machine learning, Artificial Intelligence, Clinical Decision Support, Data-Driven Decision-Making
FDGNN: Fully Dynamic Graph Neural Network 2022/06/08 - 9:49am Academic Paper Graph Neural Networks, Dynamic Graph Neural Network, Causal Graphical Models, Causal Graphs, Machine Learning, Dynamic Graphs, Temporal Point Process
Hybrid social learning in human-algorithm cultural transmission 2022/05/26 - 7:32pm Academic Paper Artificial Intelligence, Human-in-the-loop Machine Learning, Social Learning, Transmission Dynamics, Human-Computer Interaction, Human-algorithm Interaction, Human–machine Collaboration
Optimal Decision Making Processes Include Multi-team Analyses - DSA ADS Course - 2022 2022/05/25 - 2:41am External Course Multi-team Analyses, Ad-Hoc Analysis, Big Data Analysis, Causal Data Science, Bayesian Decision Analysis, Decision Processes
Validation of prediction models in the presence of competing risks: a guide through modern methods 2022/05/24 - 3:50pm Academic Paper Healthcare, Prediction Models, Overall Prediction Error, Decision Curve Analysis, Model Performance
Deep Learning Methods for Proximal Inference via Maximum Moment Restriction 2022/05/19 - 1:09pm Academic Paper Artificial Intelligence, Machine Learning, Causal Inference, Maximum Moment Restriction
C19 Vax Strategy: Geert Vanden Bossche and Robert Malone, MD 2022/05/19 - 12:03am Video COVID19, Public Policy, Health Policy, Geert Vanden Bossche, Robert Malone, mRNA Vaccine, Vaccine Safety, Vaccines
Comparison of pandemic excess mortality in 2020-2021 across different empirical calculations 2022/05/18 - 11:42pm Academic Paper COVID19, Public Policy, Health Policy, Pandemic Excess Mortality, Mortality, Excess Mortality, Modeling, Epidemiology

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