Marktechpost

MAY 20, 2024

The Python Testbed for Federated Learning Algorithms (PTB-FLA) is a low-code framework developed for the EU Horizon 2020 project TaRDIS, aimed at simplifying the creation of decentralized and distributed applications for edge systems. A 2021 review by Kholod et al. Its primary limitation is that it currently only runs on a single PC.

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Algorithm Python Software Development ML 126

Aiiot Talk

MARCH 20, 2024

This step involves cleaning your data, handling missing values, normalizing or scaling your data and encoding categorical variables into a format your algorithm can understand. Clean, well-prepped data is more manageable for algorithms to read and learn from, leading to more accurate predictions and better performance.

Machine Learning 214

Machine Learning Categorization Artificial Intelligence Artificial Intelligence 214

IBM Journey to AI blog

JANUARY 25, 2024

A recent report shows a significant increase in the cost of manufacturing downtime from 2021 to 2022, with Fortune Global 500 companies now losing 11% of their yearly turnover which amounts to nearly USD 1.5 Consider these questions: Do you have a platform that combines statistical analyses, prescriptive analytics and optimization algorithms?

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Algorithm Categorization Artificial Intelligence Artificial Intelligence 278

Unite.AI

AUGUST 20, 2024

Personalizing sales training By reviewing training data and leveraging machine learning algorithms to analyze sales calls, AI can identify a seller’s strengths and areas for improvement from real-life sales calls to provide actionable feedback to reps.

AI 276

AI AI Automation Machine Learning 276

Towards AI

NOVEMBER 16, 2024

Keswani’s Algorithm introduces a novel approach to solving two-player non-convex min-max optimization problems, particularly in differentiable sequential games where the sequence of player actions is crucial. Keswani’s Algorithm: The algorithm essentially makes response function : maxy∈{R^m} f (.,

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Algorithm ML Deep Learning Machine Learning 105

AI News

AUGUST 31, 2023

In 2021, Baidu’s researchers posted a paper on ERNIE 3.0 To ensure fairness and non-discrimination, developers are required to create algorithms that do not discriminate based on factors such as ethnicity, belief, country, region, gender, age, occupation, or health. Later that year, Baidu released ERNIE 2.0

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Unite.AI

MAY 27, 2024

billion from 2021 to 2026, reflecting the rapid growth and adoption of AI technologies in this domain. AI, on the other hand, leverages machine learning (ML) algorithms that can analyze vast amounts of data, including transaction history, location, and device information, to identify anomalies and suspicious activity in real-time.

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Explainability Machine Learning Algorithm AI 223

BAIR

APRIL 6, 2023

There have been a number of IIL algorithms in recent years for the single-robot, single-human setting including DAgger and variants such as HG-DAgger , SafeDAgger , EnsembleDAgger , and ThriftyDAgger ; nevertheless, when and how to switch between robot and human control is still an open problem. allocation policies) in a principled way.

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Robotics Algorithm Continuous Learning Artificial Intelligence 246

BAIR

APRIL 20, 2022

However, many recent algorithms reframe RL as a supervised learning problem. These algorithms learn conditional policies by conditioning on goal states (Lynch et al. 2021), reward-to-go (Kumar et al. 2021), or language descriptions of the task (Lynch and Sermanet, 2021). 2021; and Chen et al.

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Algorithm Robotics Automation 130

IBM Journey to AI blog

MARCH 8, 2024

Social commerce, a form of ecommerce in which a social media platform serves as both a marketing channel and a shopping destination, is expected to grow by more than 50% between 2021 and 2025. The ecommerce market has grown exponentially over the last decade. trillion globally by 2025.

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Artificial Intelligence Artificial Intelligence Chatbots Algorithm 235

Unite.AI

AUGUST 11, 2023

Since artificial intelligence can quickly analyze massive amounts of data, trained algorithms can pick up on unusual characteristics. However, well-trained algorithms could find unusual messages and flag the IT team for further investigation. That’s why AI can be useful for thwarting increasingly sophisticated attacks.

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Artificial Intelligence Artificial Intelligence AI AI 245

Unite.AI

DECEMBER 1, 2023

Machine learning , a subset of AI, involves three components: algorithms, training data, and the resulting model. An algorithm, essentially a set of procedures, learns to identify patterns from a large set of examples (training data). The culmination of this training is a machine-learning model.

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LLM Machine Learning Explainability Algorithm 264

Unite.AI

FEBRUARY 13, 2024

In fact, research shows supply chain bottlenecks caused a large portion of inflation in the United States from 2021 to 2022. One research team developed an algorithm capable of telling them apart 98% of the time on average. Even people not involved in the logistics process experience negative financial impacts.

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Machine Learning AI AI Natural Language Processing 305

Unite.AI

OCTOBER 11, 2023

Entering a New Era Around 2021, a transformative shift occurred in technology as generative AI and natural language search engines came into the mainstream. The end results could include a link to the pertinent section of a document, but ultimately remained a somewhat basic list of related documents. AI-Powered Knowledge Management 3.0:

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Generative AI Natural Language Processing AI AI 290

Flipboard

FEBRUARY 9, 2023

In 2021, Runway worked with researchers at the University of Munich to create Stable Diffusion, one of the major machine learning algorithms that brought generative AI into the spotlight. Now the company is back with Gen-1, a new model that can transform pre-existing videos by following textual prompts provided by.

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Generative AI Machine Learning Algorithm AI 123

Unite.AI

SEPTEMBER 29, 2023

It was the right decision, as the market indeed was not ready, and this type of solution began to rise only in 2021, around 2 years after Progressify. Alex proposed that we use generative AI algorithms to create a digital clone of myself and seamlessly generate video content without the need for a camera, studio, or video editing.

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Generative AI ML Explainability Machine Learning 269

BAIR

JANUARY 20, 2023

Learning systems have the ability to create the entire control algorithm for the robot, and are not limited to tuning a few parameters in a script. This post is based on the paper “Fully Autonomous Real-World Reinforcement Learning with Applications to Mobile Manipulation”, presented at CoRL 2021.

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Robotics Continuous Learning Algorithm 275

Towards AI

AUGUST 25, 2023

In ML, there are a variety of algorithms that can help solve problems. In graduate school, a course in AI will usually have a quick review of the core ML concepts (covered in a previous course) and then cover searching algorithms, game theory, Bayesian Networks, Markov Decision Processes (MDP), reinforcement learning, and more.

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Software Engineer Machine Learning Neural Network Artificial Intelligence 98

Flipboard

NOVEMBER 6, 2024

The model is trained on abdominal scans from Far Eastern Memorial Hospital (January 2012–December 2021) and evaluated using a simulated test set (14,039 scans) and a prospective test set (6351 scans) collected from the same center between December 2022 and May 2023.

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Deep Learning Algorithm ML Artificial Intelligence 86

Unite.AI

JULY 13, 2023

The birth of Anthropic in 2021 served as a precursor for the current rapid advancements in AI chatbots. It stands as an emblem of Anthropic's ambitious pursuit of a self-teaching AI algorithm. Their latest progeny, Claude 2, is a testament to their dedicated focus on the evolution of this technology.

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AI Chatbots Chatbots OpenAI Artificial Intelligence 242

AssemblyAI

MARCH 21, 2023

Next-generation traffic prediction algorithm (Google Maps) Another highly impactful application of Graph Neural Networks came from a team of researchers from DeepMind who showed how GNNs can be applied to transportation maps to improve the accuracy of estimated time of arrival (ETA).

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Sebastian Ruder

JANUARY 24, 2022

2021) 2021 saw many exciting advances in machine learning (ML) and natural language processing (NLP).   2021 saw the continuation of the development of ever larger pre-trained models. 2021 saw the development of alternative model architectures that are viable alternatives to the transformer. style loss.

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NLP ML BERT Computational Linguistics 52

IBM Journey to AI blog

MAY 6, 2024

The rise in the deployment of electronic patient-reported outcomes (ePROs), electronic clinical outcome assessments (eCOAs), and electronic informed consent (eConsent) from 2020 to 2021, primarily driven by contract research organizations underscores this shift.

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Convolutional Neural Networks Neural Network Computer Vision AI 264

Flipboard

APRIL 4, 2023

The crux of the clash was whether Google’s AI solution to one of chip design’s thornier problems was really better than humans or state-of-the-art algorithms. In Circuit Training and Morpheus, a separate algorithm fills in the gaps with the smaller parts, called standard cells. The agent places one block at a time on the chip canvas.

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Neural Network Algorithm Machine Learning Computer Scientist 177

Applied Data Science

AUGUST 2, 2021

This post is a bitesize walk-through of the 2021 Executive Guide to Data Science and AI  — a white paper packed with up-to-date advice for any CIO or CDO looking to deliver real value through data. Machine learning The 6 key trends you need to know in 2021 ? Case-studies from real-life business scenarios and advice you can act on.

Data Science 52

Data Science Data Scientist Machine Learning Automation 52

Towards AI

NOVEMBER 19, 2023

In 2021 I shared a guide for learning machine learning with lots of amazing resources to get into the field and improve. Now, I think the time is to productize and learn real-world skills rather than the theory behind those powerful algorithms. Master LLMOps now. A complete guide. Now is… Read the full blog for free on Medium.

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Machine Learning Algorithm AI AI 119

Marktechpost

FEBRUARY 3, 2024

2021), exhibit remarkable generalizability across diverse visual domains and real-world tasks. 2021) demonstrate promise by finetuning CLIP models on an ID dataset, improving both ID and OOD accuracies. Large-scale pre-trained vision-language models, exemplified by CLIP (Radford et al., Fort et al.

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AI AI Algorithm ML 130

Unite.AI

OCTOBER 24, 2023

So in 2021, we launched another tentpole product, Outreach Campaigns. What are some of the machine learning algorithms that are used? One other very popular feature with our agents is that we use algorithms to block over 20 million spam calls – a service we offer free to our customers. How does Smith.ai

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AI Tools Automation Algorithm AI 290

Dlabs.ai

AUGUST 31, 2021

And you can expect them to cover topics as far-flung as business intelligence, machine learning, deep learning, AI algorithms, virtual assistants, and chatbots. Big Data Conference Europe 2021 Date: September 28-30th Place: Online Ticket: 238 – 544 EUR The Big Data Conference covers more than its name suggests.

Computer Vision 52

Computer Vision Big Data Deep Learning Data Science 52

Marktechpost

JULY 23, 2023

A current PubMed search using the Mesh keywords “artificial intelligence” and “radiology” yielded 5,369 papers in 2021, more than five times the results found in 2011. The number of AI and, in particular, machine learning (ML) publications related to medical imaging has increased dramatically in recent years.

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Machine Learning Data Scarcity Algorithm AI Research 98

AI Weekly

JUNE 22, 2023

marketscreener.com The Pace Of AI Innovation For Cybersecurity Is Fast And Furious Within the broad scope of AI, the real applications of machine learning (ML) and deep learning (DL) algorithm models are offering significant benefits to bolster enterprise cybersecurity. gizchina.com AI in Packaging Market is expected to hit US$ 6,015.6

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Computer Vision Robotics Artificial Intelligence Artificial Intelligence 202

Applied Data Science

JANUARY 4, 2022

Hiding your 2021 resolution list under a glass of champagne? To write this post we shook the internet upside down for industry news and research breakthroughs and settled on the following 5 themes, to wrap up 2021 in a neat bow: ? In 2021, the following were added to the ever growing list of Transformer applications.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Neural Network Deep Learning 52

Unite.AI

NOVEMBER 1, 2024

In 2021, Gartner estimated that poor data cost organizations an average of $12.9 Bias Amplification : Dirty data often contains biases that, when left unchecked, are ingrained into AI algorithms. The High Cost of Bad Data Bad data is not a new problem, but its impact is magnified in the age of AI. million a year.

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AI Developer AI Development Data Quality AI 162

Ehud Reiter

OCTOBER 31, 2023

It is described on page 520 of Pudupully and Lapata 2021 (note that this methodology has been used in many papers, not just this one!). Paper Note mean number of incorrect facts in a 4-sentence extract from corpus text Pudupully and Lapata 2021 Original paper 0.07 Gonzalez-Corbelle et al (2023) Replication 0.66 errors on average.

Algorithm 135

Algorithm 135

IBM Journey to AI blog

JULY 11, 2023

According to Statista , the artificial intelligence (AI) healthcare market, valued at $11 billion in 2021, is projected to be worth $187 billion in 2030. Also, that algorithm can be replicated at no cost except for hardware. An MIT group developed an ML algorithm to determine when a human expert is needed.

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Deep Learning Artificial Intelligence Artificial Intelligence Natural Language Processing 188

Unite.AI

APRIL 17, 2024

Microsoft discovered such an exploitation in 2021 when hackers flooded search engine results with thousands of web pages infected with SolarMarker remote access trojan (RAT) malware, which offered various office template forms as bait for office workers. Text, images, and scripts are among the many elements these solutions scrutinize.

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Computer Vision AI AI Generative AI 162

Viso.ai

NOVEMBER 28, 2024

The majority of contemporary computer vision algorithms are also excellent at capturing high-level aspects of a picture, but as they process data, they lose fine-grained details. What is a FeatUp Algorithm? Algorithms lose much pixel detail when attempting to summarize and comprehend images. In March 2024, MIT researchers M.

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Computer Vision Algorithm Deep Learning Artificial Intelligence 52