NYU Center for Data Science

OCTOBER 16, 2024

The tweet linked to a paper from 2018, hinting at the foundational research behind these now-commercialized ideas. Back in 2018, recent CDS PhD grad Katrina Drozdov (née Evtimova), Cho, and their colleagues published a paper at ICLR called “ Emergent Communication in a Multi-Modal, Multi-Step Referential Game.”

Computer Science 98

Computer Science Computer Science Deep Learning Deep Learning 98

Data Science Dojo

MAY 27, 2024

A visual representation of generative AI – Source: Analytics Vidhya Generative AI is a growing area in machine learning, involving algorithms that create new content on their own. These algorithms use existing data like text, images, and audio to generate content that looks like it comes from the real world.

K-nearest Neighbors 338

K-nearest Neighbors Supervised Learning AI AI 338

Flipboard

JANUARY 31, 2023

The app uses algorithmic predictions, which Kevin Systrom sees as ‘the future of social.’ The Instagram co-founders, who departed Facebook in 2018 amid tensions with their parent company, have formed a new venture to explore ideas for next-generation social … Kevin Systrom and Mike Krieger are back.

Algorithm 138

Algorithm Machine Learning Machine Learning 138

ML @ CMU

JANUARY 2, 2025

In practice, our algorithm is off-policy and incorporates mechanisms such as two critic networks and target networks as in TD3 ( fujimoto et al., 2018 ) to enhance training (see Materials and Methods in Zhang et al.,

Deep Learning 340

Deep Learning AI Deep Learning AI 340

Dataconomy

MARCH 19, 2025

Formerly known as Google Research, it was rebranded during the 2018 Google I/O conference. Focus areas of Google AI Google AI directs its efforts towards several key research areas, continually pushing the boundaries of what AI can achieve: Machine learning: Developing algorithms that enable computers to learn from data.

AI 140

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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 (.,

Algorithm 103

Algorithm ML ML AI 103

DrivenData Labs

MAY 18, 2023

Two exciting recent projects I've worked on involve introducing a new algorithm for differentially private synthetic data generation - the focus of the DrivenData competition I participated in - and the foundations of rule-based explanations in machine learning. Below is a brief description of each.

Data Science 246

Data Science Data Scientist Machine Learning Machine Learning 246

Heartbeat

FEBRUARY 6, 2023

How do Object Detection Algorithms Work? There are two main categories of object detection algorithms. Two-Stage Algorithms: Two-stage object detection algorithms consist of two different stages. Single-stage object detection algorithms do the whole process through a single neural network model.

Algorithm 90

Algorithm Deep Learning Deep Learning ML 90

Flipboard

DECEMBER 4, 2024

More than half of survey respondents reported using an AI algorithm for at least one imaging use case, compared with just 17% in 2018.

Algorithm 96

Algorithm AI AI 96

Hacker News

AUGUST 13, 2024

Back in 2017, 2018, people would ask ‘What’s a quantum computer?’” NIST’s competition for the best quantum-safe algorithm NIST announced a public competition for the best PQC algorithm back in 2016. Since then, NIST has gone through 4 elimination rounds, finally whittling the pool down to four algorithms in 2022.

Algorithm 181

Algorithm 181

Dataconomy

MARCH 17, 2025

Machine learning algorithms: Utilizing recurrent neural networks and TensorFlow Extended, Duplex effectively handles various tasks with high accuracy and adaptability. Release and availability of Google Duplex Google Duplex made its debut at Google I/O 2018, where Sundar Pichai showcased its capabilities.

Natural Language Processing 91

Natural Language Processing Artificial Intelligence Artificial Intelligence Machine Learning 91

Dataconomy

APRIL 2, 2025

Through various machine learning techniques, artists and non-artists alike can harness the power of algorithms to generate unique visual and auditory experiences. This genre encompasses everything from purely algorithm-generated images to pieces modified by AI tools. What is AI art? Accessibility opens up new avenues for expression.

AI 91

AI AI Machine Learning Machine Learning 91

Data Science Dojo

SEPTEMBER 8, 2023

However, with the introduction of Deep Learning in 2018, predictive analytics in engineering underwent a transformative revolution. It replaces complex algorithms with neural networks, streamlining and accelerating the predictive process. Techniques Uses statistical models, machine learning algorithms, and data mining.

Predictive Analytics 243

Predictive Analytics Analytics Analytics Deep Learning 243

ODSC - Open Data Science

MARCH 12, 2025

By analyzing conference session titles and abstracts from 2018 to 2024, we can trace the rise and fall of key trends that shaped the industry. The Decline of Traditional MachineLearning 20182020: Algorithms like random forests, SVMs, and gradient boosting were frequent discussion points.

Data Science 52

Data Science Machine Learning Machine Learning Data Engineering 52

Dataconomy

MARCH 5, 2025

By utilizing a combination of deep learning, reinforcement learning, and advanced algorithms, DeepMind creates systems that can adapt to complex challenges. Updates and further reading The details surrounding DeepMind reflect developments and updates as recent as April 2018.

Deep Learning 91

Deep Learning Deep Learning Artificial Intelligence Artificial Intelligence 91

Smart Data Collective

JANUARY 27, 2021

A number of new predictive analytics algorithms are making it easier to forecast price movements in the cryptocurrency market. The researchers analyzed daily market data from nearly 1,700 cryptocurrencies that were sold between November 2015 and April 2018. The accuracy of these machine learning algorithms is also important.

Machine Learning 140

Machine Learning Machine Learning Predictive Analytics Algorithm 140

Flipboard

JUNE 15, 2025

This study, published in the journal, Scientific Reports , looked at data collected between 2009 and 2018 from the National Health and Nutrition Examination Survey, a large U.S. Using six different machine learning algorithms, the researchers built 18 prediction models to test various combinations of factors. According to U.S.

Machine Learning 129

Machine Learning Machine Learning Decision Trees AI 129

Flipboard

DECEMBER 4, 2024

In 2018, Google DeepMind's AlphaZero program taught itself the games of chess, shogi, and Go using machine learning and a special algorithm to determine the best moves to win a game within a defined grid.

Machine Learning 73

Machine Learning Machine Learning Algorithm Computer Science 73

Flipboard

JANUARY 14, 2025

His work on the attention mechanism and latent variable models received an Outstanding Paper Award at ACL 2017 and the Best Paper Award for JNLP in 2018 and 2019. She has industry experience, multiple first-author publications in top ML/NLP conferences, and strong foundation in mathematics and algorithms. She obtained her Ph.D.

AWS 161

AWS Natural Language Processing AI AI 161

Dataconomy

MARCH 19, 2025

Developed by Google, these devices are application-specific integrated circuits (ASICs) that enhance the performance of AI algorithms, particularly for tasks related to neural networks and deep learning.

Machine Learning 91

Machine Learning Machine Learning Natural Language Processing Deep Learning 91

Smart Data Collective

JANUARY 14, 2021

A research project from Israel is helping solve the problem of overwhelming email messages by using big data algorithms to sort through email content more effectively. Mark Last, a professor with Ben Gurion University worked with his colleagues to develop some big data algorithms to summarize text more efficiently.

Big Data 132

Big Data Big Data Machine Learning Machine Learning 132

Data Science 101

JUNE 3, 2019

Playing Atari with Deep Reinforcement Learning (2013) – A bit older, but a classic in the reinforcement learning literature Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning (2018) – title sums it up Borg, Omega, and Kubernetes (2016) – Kubernetes is widely used and this is one of the early papers Integer (..)

Data Science 96

Data Science Machine Learning Machine Learning Algorithm 96

Hacker News

JULY 17, 2024

This is why the Algorithmic Justice League, a nonprofit that sheds light on AI harms, launched a campaign this month called “Freedom Flyers” to raise awareness of your right to opt out. She was referring to a roadmap released in 2018 by the TSA. The TSA’s own 2018 roadmap says they aim to use “live biometrics” in the future.

Database 181

Database Algorithm AI AI 181

Smart Data Collective

NOVEMBER 17, 2021

85,000 jobs disappeared from the retail sector in the first quarter of 2018, and about 30,000 retailers reported financial difficulties. from prior periods as of 2018. Everything will be done based on a repeatable algorithm. In the U.K., This will of course ensure a higher product quality.

Artificial Intelligence 142

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 142

Hacker News

JUNE 1, 2023

This is what I wrote in Click Here to Kill Everybody (2018): I am less worried about AI; I regard fear of AI more as a mirror of our own society than as a harbinger of the future. AI and intelligent robotics are the culmination of several precursor technologies, like machine learning algorithms, automation, and autonomy.

AI 179

AI AI Artificial Intelligence Artificial Intelligence 179

Smart Data Collective

DECEMBER 3, 2021

The Bureau of Labor Statistics reports that there were over 31,000 people working in this field back in 2018. You can also use your knowledge of big data to create AI algorithms that will prevent fraud in games that involve spending money. Are you looking to get a job in big data? That could be a wise career move.

Machine Learning 132

Machine Learning Machine Learning Data Science Big Data 132

Dataconomy

OCTOBER 2, 2024

Kingma is best known for co-developing several groundbreaking techniques in AI, including the Adam optimizer , a widely-used optimization algorithm in deep learning, and Variational Autoencoders (VAE) , a type of generative model that enables unsupervised learning and has applications in image generation and other AI tasks.

Machine Learning 103

Machine Learning Machine Learning Natural Language Processing Deep Learning 103

Hacker News

FEBRUARY 16, 2021

My guess was that once again this was due to an observation which I have taken to calling Dawson’s first law of computing: O(n^2) is the sweet spot of badly scaling algorithms : fast enough to make it into production, but slow enough to make things fall down once it gets there. Quadratic algorithms usually fail that test.

Algorithm 182

Algorithm Python 182

Hacker News

NOVEMBER 27, 2024

content recommendation algorithms), we also release the full output of several popular algorithms available on the platform, along with their timestamped “like” interactions and time of bookmarking. We also make available social data covering follow, comment, repost, and quote interactions.

Big Data Analytics 127

Big Data Analytics Big Data Analytics Big Data Big Data 127

Flipboard

JUNE 3, 2025

A 130-line F8-F9 barley population caused Badia and Kavir to grow at the Gonbad Kavous University Research Farm on three planting dates (19 November, 19 January, and 19 March), with three replicates in 2018/2019 and 2019/2020. The Bayesian algorithm was utilized to optimize the parameters of the machine-learning models.

Machine Learning 65

Machine Learning Machine Learning Decision Trees Algorithm 65

NYU Center for Data Science

JUNE 2, 2023

Utilizing the company’s proprietary pricing algorithm, he helped launch a hedge fund that deployed the algorithm for high volume intraday trading. In 2018, Louis received his PhD in Statistics from Columbia University advised by Professor Daniel Rabinowitz.

Data Science 98

Data Science Algorithm Machine Learning Machine Learning 98

Dataconomy

MARCH 20, 2025

Introduction and evolution of TPUs Initially developed for internal use in 2016, TPUs were made publicly available in 2018. Industry use cases Search optimization: TensorFlow powers Googles RankBrain for improved search algorithms.

Machine Learning 91

Machine Learning Machine Learning Deep Learning Deep Learning 91

Hacker News

MAY 6, 2023

I first ran across the Dartmouth group photo in 2018, when I was gathering material for Ray’s memorial website. Scientists interested in this latter approach were also represented at Dartmouth and later championed the rise of symbolic logic, using heuristic and algorithmic processes, which I’ll discuss in a bit.

AI 164

AI AI Artificial Intelligence Artificial Intelligence 164

ML @ CMU

DECEMBER 29, 2023

These factors introduce noise that can affect hyperparameter tuning algorithms and lead to suboptimal model selection. However, FL is still vulnerable to post-hoc attacks where the public output of the FL algorithm (e.g. that are fed into an FL training algorithm (more details in the next section). Source: Hyperband (Li et al.

Algorithm 212

Algorithm Machine Learning Machine Learning ML 212

Dataconomy

OCTOBER 5, 2023

AI practitioners choose an appropriate machine learning model or algorithm that aligns with the problem at hand. The objective is to minimize this loss Backpropagation is employed to adjust the model’s parameters using an optimization algorithm like gradient descent. The next critical step is model selection.

AI 136

AI AI Artificial Intelligence Artificial Intelligence 136

Hacker News

MAY 20, 2025

Regarding Woodland’s posts, the court adds: The photos at issue were posted on his Instagram account between August 2018 and July 2021. … Platforms like Instagram are designed to facilitate the discovery and sharing of available content by using algorithms to recommend tailored content to consumers.

Algorithm 125

Algorithm Data Mining Data Mining Data Mining 125

Smart Data Collective

DECEMBER 15, 2022

In 2018, Blake Morgan wrote an article in Forbes detailing how Amazon rebranded itself around AI. Algorithm Optimization. Google’s algorithm has to be “pleased” if you want to rank well and have your brand exposed to consumers. Ecommerce giants like Amazon are finding creative ways to leverage AI.

AI 145

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