Hacker News
- Show HN: Formal Verification for Machine Learning Models Using Lean 4 https://github.com/fraware/leanverifier 14 comments
- Show HN: Machine learning automation from creating to using models in production https://github.com/nidhaloff/igel/tree/v0.4.0 12 comments
- New model identifies drugs that shouldn’t be taken together. Using a machine-learning algorithm, researchers can predict interactions that could interfere with a drug’s effectiveness https://news.mit.edu/2024/new-model-identifies-drugs-shouldnt-be-taken-together-0220 44 comments science
- The way we train AI is fundamentally flawed: The process used to build most of the machine-learning models we use today can't tell if they will work in the real world or not—and that’s a problem. https://www.technologyreview.com/2020/11/18/1012234/training-machine-learning-broken-real-world-heath-nlp-computer-vision/ 3 comments science
- Making Money Using Math: Modern applications are increasingly using probabilistic machine-learned models http://queue.acm.org/detail.cfm?id=3055303 3 comments programming
- Researchers developed a neurobiological model that predicts facial expressions elicited by painful stimuli. Using machine-learning algorithms trained on magnetic resonance brain imaging data, they created a Facial Expression Pain Signature https://nouvelles.umontreal.ca/en/article/2024/12/04/facial-expressions-of-pain-can-be-predicted-from-brain-activity/ 8 comments science
- A new kind of machine-learning model built by a team of researchers at the music-streaming firm Spotify captures for the first time the complex math behind counterfactual analysis, a precise technique that can be used to identify the causes of past events and predict the effects of future ones. https://www.technologyreview.com/2023/04/04/1070885/complex-math-counterfactuals-spotify-predict-finance-healthcare 23 comments futurology
- Pushing the frontiers of density functionals by solving the fractional electron problem || Machine-Learning methods used to improve Density Functional Theory models of chemical systems || DM21 models complex systems such as hydrogen chains, charged DNA base pairs, diradical transition states. https://www.science.org/doi/10.1126/science.abj6511 2 comments science
- A machine-learning model that uses biological and structural information to score the strength of the bond can predict how protein molecules will successfully bind together — knowledge that’s important in medications and drug design. The results were published in Nature Machine Intelligence. https://news.fiu.edu/2023/matchmaking-with-ai-to-help-proteins-pair-up 3 comments science
- Machine Learning Model Deployment using Flask API https://medium.com/@bharatchoudhary817/deployment-of-machine-learning-project-using-flask-bf6e5a750319 4 comments flask
- [D] Using machine learning models to study glossolalia https://en.wikipedia.org/wiki/Speaking_in_tongues 3 comments machinelearning
- [P] Using GitHub as Artifactory for Machine Learning Model Artifacts https://omkar.xyz/gaama/ 3 comments machinelearning
- Why you should use open data to hone your machine learning models http://www.crowdflower.com/blog/why-you-should-use-open-data-to-hone-your-machine-learning-models 6 comments coding
- Copyright Implications of the Use of Code Repositories to Train a Machine Learning Model https://www.fsf.org/licensing/copilot/copyright-implications-of-the-use-of-code-repositories-to-train-a-machine-learning-model 2 comments opensource
- I used a machine learning model that can detect barks and respond with audio messages to calm my dog down. https://www.youtube.com/watch?v=v5hBjouFHQY 13 comments learnmachinelearning
- Use Overfitting To Debug Your Machine Learning Models Easily (code example with PyTorch Lightning). https://www.youtube.com/watch?amp%3Bt=67s&v=3EMiUDwexSM 3 comments learnmachinelearning
- Scientists use machine learning models to help identify long COVID patients https://www.eurekalert.org/news-releases/953020 10 comments science
- How to create a Machine Learning Model in Vue Js to start using Machine Learning in your Vue Js project https://youtu.be/vmAZVer2fBo 5 comments vuejs
- [R] Looking for resources on hybrid modeling using known physics and machine learning https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9337893&tp= 7 comments machinelearning
- To help Ukraine, Berkeley AI Researchers Provide Machine Learning Methods And Pretrained Models To Interchangeably Use Any Imagery https://www.marktechpost.com/2022/03/23/to-help-ukraine-berkeley-ai-researchers-provide-machine-learning-methods-and-pretrained-models-to-interchangeably-use-any-imagery/ 2 comments artificial
- Nice Linux use case - how 2400 sensors and machine learning models keep Sydney Harbour Bridge standing https://www.computerworld.com.au/article/648145/how-2400-sensors-machine-learning-models-keep-sydney-harbour-bridge-spanning-decades/? 13 comments linux
- Machine learning model reliably predicts risk of opioid use disorder for individual patients, that could aid in prevention https://www.ualberta.ca/folio/2022/12/machine-learning-predicts-risk-of-opioid-use-disorder.html 185 comments science
- [P] Modeling Recessions Using Data and Machine Learning - Predicts recession probability and years until the next recession https://recessionmodel.pythonanywhere.com/ 3 comments machinelearning
- A new machine learning model analyzes what it’s like to work at a company. Job seekers can use this in their searches, and HR professionals to track and improve workplace culture. https://chi.gatech.edu/new-machine-learning-method-amplifies-voice-of-the-people-to-reveal-workplace-culture/ 3 comments science
- A new machine learning model analyzes what it’s like to work at a company. Job seekers can use this in their searches, and HR professionals to track and improve workplace culture. https://chi.gatech.edu/new-machine-learning-method-amplifies-voice-of-the-people-to-reveal-workplace-culture/ 11 comments science
- System.com: A public resource using open data, open machine learning models, and scientific papers to help the world relate everything https://system.com 63 comments internetisbeautiful
- A New Approach to the Data-Deletion Conundrum: A team of Stanford computer scientists have devised a way to quickly remove traces of user information from trained machine learning models using "approximate deletion" without requiring a full retraining of the remaining data. https://hai.stanford.edu/news/new-approach-data-deletion-conundrum 3 comments science
- Google's new AI tool, Chimera Painter, can transform your doodles into fantastical artworks using the CreatureGAN machine learning model. The model was trained on hundreds of thousands of 2D renders of 3D creature models. https://crossminds.ai/video/5fb5ce5d1f2b03bb6032fe10/?playlist_id=5f07c51e2de531fe96279ccb 5 comments artificial
- Dementia goes undiagnosed in roughly half of patients. To change that, researchers built a model using primary care data from 25,000 people and machine learning to detect the condition. It accurately classified patients with dementia 84 percent of the time. https://www.hcanews.com/news/how-primary-care-data-and-machine-learning-can-detect-dementia 11 comments science
- Researchers have recently managed to decode and transform neural activity into intelligible speech. They did this using a combination of high-density electrocorticography recordings from sensorimotor cortex and machine learning models, achieving an accuracy rate of > 92% in speech reconstruction. https://iopscience.iop.org/article/10.1088/1741-2552/ace8be 15 comments science
- [R] Unsupervised Neural Machine Translation with Generative Language Models Only. They use few-shot learning to amplify GPT-3's zero-shot translations and create fine-tuning datasets for machine translation with no supervision. New SOTA in unsupervised translation on WMT14, BLEU score of 42 on En-Fr https://arxiv.org/abs/2110.05448 2 comments machinelearning
- Considering that cities like London are plastered with surveillance cameras and the recent improvements in image and video classification, could they use a machine learning model to classify crimes happening in real time? https://www.reddit.com/r/artificial/comments/5kvr4k/considering_that_cities_like_london_are_plastered/ 5 comments artificial
- Wait times for autism diagnostic clinics can last a year or more. In response, researchers have developed a diagnostic model that uses machine learning and mobile devices to analyze 30 behavioral features, like eye contact. It scored better than 90 percent accuracy in a recent study. https://www.hcanews.com/news/mobile-machinelearning-program-predicts-autism-with-high-accuracy 35 comments science
- Researchers are striving to make earlier diagnosis of Alzheimer’s dementia possible with a machine learning (ML) model, that uses speech traits to detect cognitive decline, and could one day be turned into a simple screening tool anyone with a smartphone could use https://www.ualberta.ca/folio/2023/05/ml-model-able-to-detect-signs-of-alzheimers-across-languages.html 32 comments science
- Researchers have created a new robotic mouth system that uses machine learning and a novel mechanism modeled after human cheek muscles to better synchronize speech and mouth movements in realistic, human-like robots. https://academictimes.com/realistic-robots-are-starting-to-talk-more-like-humans/ 29 comments science
- Today we are launching a tool for deploying machine learning models with one line of code. We offer a free tier that I think it's generous enough for many use cases — Looking for feedback! https://www.producthunt.com/posts/keaml-deployments 2 comments deeplearning
- Researchers have developed a method to create 3D digital models of historic neighborhoods using machine learning and historic Sanborn Fire Insurance maps. A model of a Columbus, Ohio neighborhood that was destroyed to build a highway was developed using the new method. https://news.osu.edu/turning-old-maps-into-3d-digital-models-of-lost-neighborhoods/ 6 comments science
- Have iPhone Cameras Become Too Smart? - Apple’s newest smartphone models use machine learning to make every image look professionally taken. That doesn’t mean the photos are good. https://www.newyorker.com/culture/infinite-scroll/have-iphone-cameras-become-too-smart 6 comments technology
- Realistic robots are starting to talk more like humans - Researchers have created a new robotic mouth system that uses machine learning and a novel mechanism modeled after human cheek muscles to better synchronize speech and mouth movements in realistic, human-like robots. https://academictimes.com/realistic-robots-are-starting-to-talk-more-like-humans/ 2 comments science
- RAND Study uses linguistic stance (not content) to build highly accurate machine learning model to detect Russian trolls. Model features and network analysis empirically identifies Russian tactics for exacerbating partisan divides in the US. Stance may make for more portable/robust models. https://www.rand.org/pubs/research_reports/rra519-1.html 16 comments science