|
Scalable Nanomechanical Logic Gate |
2022/07/18 - 3:46pm |
Academic Paper |
Nanomechanical Computers, Nanomechanical Logic Gate, Computer Architectures |
|
Workshop on COVID-19 Public Policies at MIT |
2022/07/13 - 7:20pm |
Video |
COVID19, Public Policy, Health Policy, Research |
|
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 |
|
Kelly Criterion in Blackjack Sports Betting, and the Stock Market |
2022/07/04 - 9:12am |
External Course |
Ed Thorp, Probabilistic Logic, Information Theory, Kelly Criterion, Blackjack, Sports Betting, Stock Market, Trading, Finance |
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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 |
|
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 |
