|
Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans |
2023/04/12 - 1:35pm |
External Course |
Machine Learning, Radiology, Radiographs, CT scans, Medicine, Learning Algorithms |
|
Excess death estimates from multiverse analysis in 2009–2021 |
2023/04/12 - 11:12am |
Academic Paper |
COVID19, Epidemiology, Epidemiologic Methods, Multiverse Analysis, Excess Death Estimates |
|
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text |
2023/04/12 - 10:03am |
Academic Paper |
Artificial Intelligence, Macchine Learning, Computer Vision and Pattern Recognition, Transformers, Multimedia, Image and Video Processing |
|
TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up |
2023/04/12 - 9:57am |
Academic Paper |
Artificial Intelligence, Macchine Learning, Computer Vision and Pattern Recognition, Transformers |
|
Do Vision Transformers See Like Convolutional Neural Networks? |
2023/04/12 - 9:51am |
Academic Paper |
Artificial Intelligence, Machine Learning, Computer Vision and Pattern Recognition, Transformers |
|
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale |
2023/04/12 - 9:48am |
Academic Paper |
Artificial Intelligence, Machine Learning, Computer Vision and Pattern Recognition, Transformers |
|
PaLI: A Jointly-Scaled Multilingual Language-Image Model |
2023/04/12 - 9:46am |
Academic Paper |
Artificial Intelligence, Machine Learning, Computer Vision and Pattern Recognition, Computation and Language |
|
UViM: A Unified Modeling Approach for Vision with Learned Guiding Codes |
2023/04/12 - 9:43am |
Academic Paper |
Artificial Intelligence, Machine Learning, Computer Vision and Pattern Recognition |
|
Location-Aware Self-Supervised Transformers for Semantic Segmentation |
2023/04/12 - 9:40am |
Academic Paper |
Artificial Intelligence, Machine Learning, Transformers, Self-Supervised Transformers, Semantic Segmentation, Computer Vision and Pattern Recognition |
|
CLIPPO: Image-and-Language Understanding from Pixels Only |
2023/04/12 - 9:37am |
Academic Paper |
Artificial Intelligence, Machine Learning, Multimodal Models, Computer Vision and Pattern Recognition, Automatic Image Acquisition |
|
On the Origins of the Block Structure Phenomenon in Neural Network Representations |
2023/04/12 - 9:33am |
Academic Paper |
Artificial Intelligence, Machine Learning |
|
Pointer Value Retrieval: A new benchmark for understanding the limits of neural network generalization |
2023/04/12 - 9:29am |
Academic Paper |
Artificial Intelligence, Machine Learning |
|
The Security of Deep Learning Defences for Medical Imaging |
2023/04/11 - 2:52pm |
Academic Paper |
Medical Imaging, Healthcare, Machine Learning, Cryptography and Security, Image and Video Processing |
|
A Framework for Fairness: A Systematic Review of Existing Fair AI Solutions |
2023/04/10 - 9:20pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Ethics, Fairness, Bias in AI, Methodological Bias, Bias |
|
Data Representativity for Machine Learning and AI Systems |
2023/04/10 - 6:39pm |
Academic Paper |
Machine Learning, AI Systems, Data Representativity, Sampling Strategies, Distribution Shif |
|
Learning to Reinforcement Learn - DSA ADS Course 2023 |
2023/04/10 - 2:37pm |
External Course |
Reinforcement Learning, Machine Learning |
|
Making Contextual Decisions with Low Technical Debt |
2023/04/10 - 11:52am |
External Course |
Machine Learning, Reinforcement Learning, Technical Debt, Contextual Decisions, Decision Service, Bandit Learning |
|
To tree or not to tree? Assessing the impact of smoothing the decision boundaries |
2023/04/09 - 11:05pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Decision Trees, Neural Decision Trees, Neural Networks, Model Family Selection, Model Selection, Interpretability, Data Exploration |
|
Topological Data Analysis - DSA ADS Course 2023 |
2023/04/08 - 5:18pm |
External Course |
Topological Data Analysis, Big Data Infrastructure, Big Data, Data Science |
|
GPT-4 Passes the Bar Exam |
2023/04/08 - 9:53am |
Academic Paper |
Artificial Intelligence, Machine Learning, Language Models, GPT4, Law, Legal NLP, Natural Language Processing, Artificial Intelligence and Law, Legal Tech, ChatGPT |
|
Poisoning Web-Scale Training Datasets is Practical |
2023/04/08 - 9:48am |
Academic Paper |
Artificial Intelligence, Machine Learning, Model Pre-training, Training Datasets, Data Quality, Webscale Datasets |
|
Comment on "Comment on "Traversable wormhole dynamics on a quantum processor" " |
2023/04/08 - 9:34am |
Academic Paper |
Quantum Computing, Quantum Physics, High Energy Physics |
|
Comment on "Traversable wormhole dynamics on a quantum processor" |
2023/04/08 - 9:31am |
Academic Paper |
Quantum Computing, Quantum Physics, High Energy Physics |
|
Traversable wormhole dynamics on a quantum processor |
2023/04/08 - 9:26am |
Academic Paper |
Quantum Computing, Quantum Physics, High Energy Physics |
|
The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence |
2023/04/07 - 12:47am |
External Course |
Artificial Intelligence, Machine Learning, Knowledge-driven, Reasoning-based Approach, Cognitive Models, Causality |
|
Neurosymbolic AI: The 3rd Wave |
2023/04/03 - 11:44pm |
External Course |
Artificial Intelligence, Neurosymbolic AI, Neurosymbolic Computing, Machine Learning, Explainable AI, Deep Learning |
|
Single Cortical Neurons as Deep Artificial Neural Networks |
2023/04/03 - 11:28pm |
Academic Paper |
Neurons, Deep Artificial Neural Networks, Deep Learning, Machine Learning, Synaptic Integration, Cortical Pyramidal Neuron, Dendritic Nonlinearities |
|
Radical Empiricism and Machine Learning Research |
2023/04/03 - 8:23pm |
External Course |
Machine Learning, Causality, Causal Models, Knowledge Representation, Artificial Intelligence |
|
SimTS: Rethinking Contrastive Representation Learning for Time Series Forecasting |
2023/04/03 - 11:01am |
Academic Paper |
Artificial Intelligence, Machine Learning, Forecasting, Contrastive Representation Learning, Time Series Forecasting, Finance, Trading, Investing |
|
Probability - Theory and Examples - Durrett |
2023/04/03 - 10:44am |
External Course |
Probability Theory, Durrett, Bayesian Probability, Probabilistic Logic |
|
Quantum amplitude estimation with error mitigation for time-evolving probabilistic networks |
2023/04/03 - 10:39am |
Academic Paper |
Quantum Computing, Artificial Intelligence, Machine Learning, Finance, Trading, Applied Probability, Investing, Quantum Amplitude Estimation, Error Mitigation, Probabilistic Networks |
|
Key challenges for delivering clinical impact with artificial intelligence |
2023/04/02 - 2:03pm |
External Course |
Machine Learning, Medicine, Artificial Intelligence |
|
How medical AI devices are evaluated: limitations and recommendations from an analysis of FDA approvals |
2023/04/02 - 1:48pm |
External Course |
Machine Learning, Medicine, Medical Devices, FDA, Medical Device Evaluation, Artificial Intelligence |
|
Algorithms for Causal Reasoning in Probability Trees |
2023/04/02 - 4:46am |
External Course |
Causality, Algorithms, Causal Reasoning, Probability Trees, Machine Learning, Artificial Intelligence |
|
Analysis and Comparison of Two-Level KFAC Methods for Training Deep Neural Networks |
2023/04/01 - 10:47am |
Academic Paper |
Artificial Intelligence, Machine Learning, Training Neural Networks, Deep Neural Networks, Natural Gradient Descent, Kronecker Factorization, Two-Level Preconditioning |
|
Sparks of Artificial General Intelligence: Early experiments with GPT-4 |
2023/03/27 - 11:57am |
Academic Paper |
Artificial Intelligence, Machine Learning, Artificial General Intelligence, GPT4, Language Models, Large Language Models, ChatGPT, Computation and Language |
|
BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection |
2023/03/26 - 2:51pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Fraud Detection, Cryptography and Security |
|
CausaLM: Causal Model Explanation Through Counterfactual Language Models |
2023/03/25 - 10:46pm |
External Course |
Machine Learning, Causal Data Science, Causal Inference, Linguistic Causation, CausaLM, Causal Model Explanation, Counterfactual Language Models |
|
PADME-SoSci: A Platform for Analytics and Distributed Machine Learning for the Social Sciences |
2023/03/24 - 10:56am |
Academic Paper |
Artificial Intelligence, Machine Learning, Social Sciences, Distributed Machine Learning, Distributed Analytics, Data Privacy, Cryptography and Security, Distributed, Parallel, Cluster Computing |
|
Unit Selection Based on Counterfactual Logic |
2023/03/23 - 8:02pm |
External Course |
Unit Selection, Counterfactual Logic, A/B Testing, Statistical Analysis, Machine Learning, Artificial Intelligence |
|
Where are we in the search for an Artificial Visual Cortex for Embodied Intelligence? |
2023/03/23 - 11:07am |
Academic Paper |
Robotics, Artificial Intelligence, Machine Learning, Artificial Visual Cortex, Embodied Intelligence, Computer Vision and Pattern Recognition |
|
Federated Mixture of Experts |
2023/03/21 - 1:02pm |
External Course |
Machine Learning, Cluster Computing, Federated Learning, Specialized Models, Artificial Intelligence |
|
Informational Rescaling of PCA Maps with Application to Genetic Distance |
2023/03/16 - 12:04am |
Academic Paper |
Principal Component Analysis, PCA Maps, Genetic Distance, Genetic Two-dimensional Maps, Nonlinearity, Mean Deviation, Standard Deviation, Volatility, Fat Tails |
|
Deep Reinforcement Learning from Human Preferences |
2023/03/15 - 9:04am |
Academic Paper |
Artificial Intelligence, Machine Learning, Reinforcement Learning Systems, Human Preferences, Deep Reinforcement Learning, Multiagent Systems, Reward Model, Goodhart’s Law |
|
Scaling Laws for Reward Model Overoptimization |
2023/03/13 - 1:34pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Scaling Laws, Deep Reinforcement Learning, Multiagent Systems, Reward Model, Goodhart’s Law |
|
PaLM-E: An Embodied Multimodal Language Model |
2023/03/12 - 12:48am |
Academic Paper |
Artificial Intelligence, Machine Learning, Robotics, Language Models, Multimodal Language Model |
|
Foundation Models for Decision Making: Problems, Methods, and Opportunities |
2023/03/10 - 12:57am |
Academic Paper |
Artificial Intelligence, Machine Learning, Foundation Models, Decision Making, Language Models |
|
AI, Neuroscience and Architecture |
2023/03/08 - 11:20pm |
External Course |
Artificial Intelligence, Machine Learning, Neuroscience, Architecture |
|
Suppressing Quantum Errors by Scaling a Surface Code Logical Qubit |
2023/03/06 - 5:07pm |
Academic Paper |
Quantum Computing, Quantum Computer, Quantum Error Correction, Logical Qubit Performance, Surface Code Logical Qubit |
|
Spatio-Temporal Momentum: Jointly Learning Time-Series and Cross-Sectional Strategies |
2023/03/06 - 4:34pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Finance, Portfolio Management, Trading, Market Microstructure, Jointly Learning Time-Series, Cross-Sectional Strategies |
