Marktechpost

JANUARY 15, 2024

Join our 36k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup. Don’t Forget to join our Telegram Channel The post CMU AI Researchers Unveil TOFU: A Groundbreaking Machine Learning Benchmark for Data Unlearning in Large Language Models appeared first on MarkTechPost.

Large Language Models 132

Large Language Models Machine Learning AI Researcher AI Research 132

Marktechpost

MARCH 15, 2024

Machine learning is witnessing rapid advancements, especially in the domain of large language models (LLMs). Through a combination of learning rate adjustments and data replay, the study demonstrates a method that maintains the relevancy and effectiveness of LLMs in the face of evolving datasets. Check out the Paper.

Large Language Models 101

Large Language Models Continuous Learning Machine Learning AI Researcher 101

AWS Machine Learning Blog

MAY 9, 2024

The rapid advancements in artificial intelligence and machine learning (AI/ML) have made these technologies a transformative force across industries. As maintained by Gartner , more than 80% of enterprises will have AI deployed by 2026. What is an AI/ML CoE?

ML 106

ML Generative AI AI AI 106

Marktechpost

OCTOBER 11, 2023

Studies now investigate if building AI research agents with similar capabilities is possible. To evaluate AI research agents with free-form decision-making capabilities, researchers from Stanford University propose MLAgentBench, the first benchmark of its kind. Join our AI Channel on Whatsapp.

Machine Learning 104

Machine Learning AI Researcher AI Research Convolutional Neural Networks 104

Marktechpost

DECEMBER 27, 2023

Also, don’t forget to join our 35k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more. If you like our work, you will love our newsletter.

Machine Learning 100

Machine Learning AI Researcher AI Research Large Language Models 100

Marktechpost

MARCH 22, 2024

Data scientists and engineers frequently collaborate on machine learning ML tasks, making incremental improvements, iteratively refining ML pipelines, and checking the model’s generalizability and robustness. To build a well-documented ML pipeline, data traceability is crucial.

Machine Learning 128

Machine Learning Explainability Categorization ETL 128

Marktechpost

MARCH 1, 2024

A new Salesforce AI Research presents a multi-turn interaction between a simulated user and an LLM focusing on a classification task as the FlipFlop experiment. Join our 38k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup. Also, don’t forget to follow us on Twitter and Google News.

LLM 100

LLM Machine Learning AI Researcher AI Research 100

Marktechpost

JANUARY 12, 2024

All credit for this research goes to the researchers of this project. Join our 36k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup. Also, don’t forget to follow us on Twitter. If you like our work, you will love our newsletter.

Large Language Models 122

Large Language Models Machine Learning LLM AI Researcher 122

Marktechpost

JANUARY 14, 2024

Tax authorities worldwide are turning to machine learning strategies to enhance their capabilities in identifying and preventing fraudulent activities, marking a crucial step in safeguarding government revenues. Join our 36k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup.

Machine Learning 88

Machine Learning AI Researcher AI Research Neural Network 88

Marktechpost

NOVEMBER 25, 2023

Stanford researchers introduced a groundbreaking development named BLASTNet, heralding a new era in computational fluid dynamics (CFD). Still, it was a proof of concept that was not ready for machine learning purposes. If you like our work, you will love our newsletter.

Machine Learning 120

Machine Learning Large Language Models Artificial Intelligence Artificial Intelligence 120

Marktechpost

NOVEMBER 25, 2023

Researchers have undertaken the formidable task of enhancing the independence of individuals with visual impairments through the innovative Project Guideline. Departing from conventional methods that often involve external guides or guide animals, the project utilizes on-device ML tailored for Google Pixel phones.

Machine Learning 136

Machine Learning Computer Vision ML AI Researcher 136

Marktechpost

SEPTEMBER 14, 2023

The industry has responded by developing advanced battery management systems and employing machine learning techniques to improve prediction accuracy and optimize performance. Leveraging Machine Learning for Battery Optimization BatteryML employs machine learning algorithms to improve various facets of battery performance.

Machine Learning 122

Machine Learning Algorithm AI Researcher AI Research 122

Marktechpost

DECEMBER 28, 2023

Also, don’t forget to join our 35k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , LinkedIn Gr oup , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more. If you like our work, you will love our newsletter.

Machine Learning 93

Machine Learning AI Researcher AI Research Deep Learning 93

Marktechpost

OCTOBER 20, 2023

While machine learning has been previously employed to enhance data accuracy, a team at the Department of Energy’s SLAC National Accelerator Laboratory has unveiled a groundbreaking approach using neural implicit representations, transcending conventional methods. Join our AI Channel on Whatsapp. We are also on WhatsApp.

Machine Learning 90

Machine Learning AI Researcher AI Research ML 90

Marktechpost

SEPTEMBER 14, 2023

Machine learning models have become indispensable tools in various professional fields, driving applications in smartphones, software packages, and online services. Notably, 73% of healthcare workers expressed willingness to use TalkToModel to gain insights into the predictions of AI-based diagnostic tools.

Machine Learning 120

Machine Learning Explainability Computer Scientist Artificial Intelligence 120

Marktechpost

SEPTEMBER 1, 2023

Machine learning (ML) has been used increasingly in weather forecasting in recent years. Now that ML models can compete with operational physics-based models in terms of accuracy, there is hope that this progress may soon make it possible to enhance the precision of weather forecasts around the world.

Machine Learning 125

Machine Learning ML AI AI 125

Marktechpost

JANUARY 3, 2024

The introduction of TSPP, a comprehensive benchmarking tool by researchers from Nvidia, is a major stride in addressing these challenges, offering a standardized approach for evaluating machine learning solutions in real-world scenarios. If you like our work, you will love our newsletter.

Machine Learning 113

Machine Learning Deep Learning AI Researcher AI Research 113

Marktechpost

FEBRUARY 28, 2024

Join our 38k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup. Don’t Forget to join our Telegram Channel You may also like our FREE AI Courses…. Also, don’t forget to follow us on Twitter and Google News. If you like our work, you will love our newsletter.

Machine Learning 81

Machine Learning AI Researcher AI Research Data Scarcity 81

Marktechpost

JULY 23, 2023

The number of AI and, in particular, machine learning (ML) publications related to medical imaging has increased dramatically in recent years. ML models are constantly being developed to improve healthcare efficiency and outcomes, from classification to semantic segmentation, object detection, and image generation.

Machine Learning 82

Machine Learning Data Scarcity Algorithm AI Researcher 82

Marktechpost

DECEMBER 9, 2023

All credit for this research goes to the researchers of this project. Also, don’t forget to join our 33k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

Machine Learning 110

Machine Learning Algorithm AI Researcher AI Research 110

Marktechpost

JULY 15, 2023

Machine learning models have been proven to be a powerful tool for solving complex tasks, but training these models has often been manual and time-consuming. training machine-learning models can now be automated. Overall, the development of MLCopilot represents a significant step forward in the AI era.

Machine Learning 52

Machine Learning Automation ML Large Language Models 52

Marktechpost

MARCH 9, 2024

In recent years, machine learning has significantly shifted away from the assumption that training and testing data come from the same distribution. Researchers have identified that models perform better when handling data from multiple distributions. All credit for this research goes to the researchers of this project.

Machine Learning 128

Machine Learning Deep Learning AI AI 128

Towards AI

AUGUST 6, 2023

Are you overwhelmed by the recent progress in machine learning and computer vision as a practitioner in academia or in the industry? Motivation Recent updates in machine learning (ML) and computer vision (CV) are a mouthful, from Stable Diffusion for generative artificial intelligence (AI) to Segment Anything as foundation models.

Computer Vision 92

Computer Vision Machine Learning Robotics ML 92

Marktechpost

DECEMBER 23, 2023

DNNs have gained immense prominence in various fields, including computer vision, natural language processing, and pattern recognition, due to their ability to handle large volumes of data and extract high-level features, leading to remarkable advancements in machine learning and AI applications.

Neural Network 122

Neural Network Machine Learning Natural Language Processing Computer Vision 122

Flipboard

JULY 9, 2023

The task of building machine-learning models can be challenging, particularly for researchers without expertise in machine learning. However, a team of researchers at MIT has developed an innovative solution called BioAutoMATED. Check out the Paper , GitHub link, and MIT Blog.

Machine Learning 112

Machine Learning Automation ML AI Tools 112

Marktechpost

JULY 21, 2023

All Credit For This Research Goes To the Researchers on This Project. Also, don’t forget to join our 26k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

Convolutional Neural Networks 97

Convolutional Neural Networks Machine Learning AI Researcher AI Research 97

Marktechpost

MARCH 14, 2024

As transformers continue to evolve and adapt to diverse learning scenarios, their role in facilitating continual learning paradigms could become increasingly prominent, heralding a new era in AI research and application. These findings have direct implications for developing more efficient and adaptable AI systems.

Continuous Learning 111

Continuous Learning Machine Learning AI AI 111

Marktechpost

MARCH 16, 2024

As the Stanford University research team continues to refine and expand pyvene’s capabilities, they underscore the library’s potential for fostering innovation in AI research. The introduction of pyvene marks a significant step in understanding and improving neural models.

Machine Learning 143

Machine Learning Python Artificial Intelligence Artificial Intelligence 143

Marktechpost

NOVEMBER 28, 2023

With the constant advancements in technology, Artificial Intelligence is successfully enabling computers to think and learn in a manner comparable to that of humans by imitating human brainpower. LLMs are finetuned using the concept of a Machine Learning paradigm called Reinforcement Learning.

Machine Learning 119

Machine Learning Neural Network Artificial Intelligence Artificial Intelligence 119

Marktechpost

JULY 19, 2023

In the actual world, machine learning (ML) systems can embed issues like societal prejudices and safety worries. Stakeholders such as ML engineers, designers, and domain experts must work together to identify a model’s expected and potential faults. Thus it should scale well to great deployed scenarios.

Machine Learning 52

Machine Learning ML Python Metadata 52

Flipboard

OCTOBER 16, 2023

A tool that could suggest new personalized research directions and ideas by taking insights from the scientific literature could profoundly accelerate the progress of science. Surprisingly, the most powerful methods use a carefully curated set of network features, rather than an end-to-end AI approach.

Artificial Intelligence 123

Artificial Intelligence Artificial Intelligence Machine Learning AI Researcher 123

Marktechpost

APRIL 19, 2024

Artificial intelligence (AI), machine learning, and statistics continually evolve, pushing the boundaries of what machines can learn and predict. Yet, the validation of new AI methods often hinges on the availability of high-quality, real-world data. Check out the Paper and Github.

Machine Learning 77

Machine Learning Artificial Intelligence Artificial Intelligence AI 77

Marktechpost

DECEMBER 25, 2023

Researchers from the University of Texas at Austin Introduce a new spectrum of domain-agnostic models diverging from traditional physics-based approaches. The novel methodology employs large-scale, overparametrized statistical learning models, such as transformers and hierarchical neural networks. Can machine learning predict chaos?

Machine Learning 134

Machine Learning Neural Network AI Researcher AI Research 134

Marktechpost

DECEMBER 11, 2023

Although measuring the degree of uncertainty in human judgments is challenging, machine learning methods offer assurance in their forecasts. Nevertheless, many machine learning applications use pretrained models that don’t provide any measure of atypicality. Rather, they only offer confidence levels.

Machine Learning 105

Machine Learning Neural Network Categorization AI Researcher 105

Marktechpost

JULY 29, 2023

Researchers at MIT has reported a method that has the potential to pave the way for machine-learning programs many times more capable than the one responsible for ChatGPT. Furthermore, their technology might consume less energy than the state-of-the-art supercomputers powering today’s machine-learning models.

Neural Network 98

Neural Network Machine Learning ChatGPT Big Data 98

Marktechpost

DECEMBER 13, 2023

A compelling method for simulating complicated nonlinear sub-resolution physics processes taking place on scales smaller than the resolution of the climate simulator at a lower computer complexity is machine learning (ML). Using machine learning (ML) to overcome the constraints of classical computing is still a viable option.

Machine Learning 90

Machine Learning ML AI Researcher AI Research 90

Marktechpost

NOVEMBER 23, 2023

A new study by Yale University, Nanjing University, and Peking University presents ML-BENCH, a realistic and comprehensive benchmark dataset for evaluating LLMs’ abilities to comprehend user instructions, navigate GitHub repositories, and produce executable code. 16k, GPT-4-32k, Claude 2, and CodeLlama in ML-BENCH environments.

Artificial Intelligence 133

Artificial Intelligence Artificial Intelligence ML Machine Learning 133