This site uses cookies to improve your experience. By viewing our content, you are accepting the use of cookies. To help us insure we adhere to various privacy regulations, please select your country/region of residence. If you do not select a country we will assume you are from the United States. View our privacy policy and terms of use.
extrapolations 
Dataconomy
MAY 13, 2022
In a detailed comparison, we’ll look at the similarities and differences between interpolation vs extrapolation. The words “interpolation” and “extrapolation” may seem extremely technical, but they’re not that complex.
240 240 
Hacker News
JULY 10, 2023
More frame rate in gaming through various frame generation technologies. There is also talk about lagless and artifactless frame generation technologies.
102 This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.
How to Optimize the Developer Experience for Monumental Impact
Generative AI Deep Dive: Advancing from Proof of Concept to Production
Understanding User Needs and Satisfying Them
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know
Leading the Development of Profitable and Sustainable Products
Hacker News
NOVEMBER 28, 2023
We investigate the value of these modifications for three tasks: (i) classical multiplication, (ii) length extrapolation in addition, and (iii) addition in natural language context.
How to Optimize the Developer Experience for Monumental Impact
Generative AI Deep Dive: Advancing from Proof of Concept to Production
Understanding User Needs and Satisfying Them
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know
Leading the Development of Profitable and Sustainable Products
Hacker News
JANUARY 7, 2024
I make the case that we cannot extrapolate clean performances from Lance Armstrong’s doped performances against doped rivals in the Tour de France.
155 
Hacker News
APRIL 16, 2024
The quadratic complexity and weak length extrapolation of Transformers limits their ability to scale to long sequences, and while sub-quadratic solutions like linear attention and state space models exist, they empirically underperform Transformers in pretraining efficiency and downstream task accuracy.
137 
Machine Learning Research at Apple
MAY 10, 2023
arithmetic/logic) makes representative data sampling challenging, and learning successfully under GOTU gives a first vignette of an 'extrapolating' or 'reasoning' learner. This is motivated by the fact that the rich combinatorial nature of data in certain reasoning tasks (e.g.,
130 
Hacker News
JANUARY 31, 2023
Comments (..)
98 
Hacker News
JUNE 18, 2023
I should appologize to you and to Appstore team for my lazy extrapolation without actually checking it. Just did a quick check and you guys are right. iOS app is using different way to do VPN and also does not do anything suspicious.
105 
Hacker News
OCTOBER 13, 2023
Developing this approach, we find that large language models (LLMs) such as GPT-3 and LLaMA-2 can surprisingly zero-shot extrapolate time series at a level comparable to or exceeding the performance of purpose-built time series models trained on the downstream tasks.
139 
Hacker News
AUGUST 20, 2023
In this work, we investigate how these zero-shot capabilities may be applied to problems in robotics -- from extrapolating sequences of numbers that represent states over time to complete simple motions, to least-to-most prompting of reward-conditioned trajectories that can discover and represent closed-loop policies (e.g.,
123 
Dataversity
JANUARY 4, 2022
We have to extrapolate from our own experiences, and what we think will take place after. Any time we stare into the crystal ball and try to predict the future, we try to balance what we want to see and what we hope won’t happen. And we’ll have to try and anticipate things that might […].
98 98 
NYU Center for Data Science
SEPTEMBER 21, 2023
This extrapolation to unseen ranges is a slightly different take on the very well-studied controlled generation problem, and this project started out as a way to achieve this extrapolation by iteratively improving the statement at each step. Can you tell me about the ACL Student Research Workshop you helped run.
The Data Administration Newsletter
DECEMBER 2, 2020
Because it can extrapolate conclusions based on large amounts of data, it is often much more effective as an online security tool. AI has grown increasingly sophisticated and has been used in multiple applications, including providing superior cybersecurity risk analysis and detection. However, using AI poses its own potential security risks.
59 
IBM Journey to AI blog
JUNE 14, 2023
We extended a previously investigated error mitigation method called Zero Noise Extrapolation with noise model learning that we explored in another error mitigation technique called Probabilistic Error Cancellation to return highly accurate expectation values.
85 
Data Science Dojo
AUGUST 11, 2023
By leveraging models, data scientists can extrapolate trends and behaviors, facilitating proactive decision-making. They play a pivotal role in predictive analytics and machine learning, enabling data scientists to make informed forecasts and decisions based on historical data patterns.
195 
Dataconomy
NOVEMBER 30, 2023
By extrapolating the data, a fascinating revelation emerges: the average music listening rate on Spotify globally stands at approximately 3695 minutes per user/year. Are you above the average Spotify listening time? As of 2023, with a staggering user base exceeding 574million, Spotify has become the epicenter of this musical symphony.
103 
Dataconomy
MARCH 15, 2024
From this information, we can extrapolate two extremely important questions when we think about AI ethics and the workplace. Computers don’t sleep, they don’t get tired, and in matters of logic, they are utterly infallible – unless they are fed erroneous data and variables. Second, does using AI constitute a breach of client trust?
JUNE 19, 2023
Additionally, GAIA-1 can extrapolate beyond its training data, enabling it to imagine scenarios it has never encountered. GAIA-1 builds upon extensive research in prediction and world models, refining approaches such as future prediction, driving simulation, bird’s-eye view prediction, and learning world models over five years.
79 
Towards AI
JANUARY 24, 2024
Extrapolated from academic & industry research over the past decade and supported by Experiments 1–4 in a later section, emerges a place where design can have a unique impact. Design is historically used to work with known materials. However, the inner workings of AI are generally unknown. This is not the technical layer.
115 
Towards AI
SEPTEMBER 7, 2023
There are existing tools that can extrapolate these from images, and we can use these. Perceptual Loss — Our goal is to minimize the differences in image features (such as edges or textures), as opposed to pixel differences between the original and decoded versions.
122 
Towards AI
APRIL 12, 2024
Demand Forecasting: Using sophisticated data analytics businesses will be able to run through historical sales performance and extrapolate this behavior to define the demand for the future and resolve market complexities.
68 
Smart Data Collective
OCTOBER 30, 2019
They can extrapolate existing conversion data to significantly improve campaign performance. The problem is that the quality of those extrapolations is highly correlated to the number of conversions that have been uploaded. The quality of the ad targeting is a lot higher when you have over 100 conversions.
Smart Data Collective
NOVEMBER 28, 2022
Visualizing Trends and Extrapolating Predictions. For example, a service business owner can examine their appointment conversion data to check which services are the most popular or how many customers follow through with each booking. Traditionally, it takes a certain level of specialized expertise and experience to make sense of raw numbers.
107 
Defined.ai blog
JANUARY 31, 2023
Incremental improvement with Exponential Tools These are all vital questions, but they’re also too big to answer without time and extensive societal discourse—never mind that if AI’s exponential progress trend continues, the AI developments of today will be completely superseded by the AI developments of literally tomorrow.
98 
ODSC - Open Data Science
APRIL 27, 2023
The second method uses the utterances to extrapolate syntactic and semantic patterns that can be used to build new sentences to be added to the gathered data. The first is to identify and gather “golden utterances” that can be used as templates from which more data can be created by recombining and using variations of the available phrases.
Smart Data Collective
NOVEMBER 18, 2020
This is great for monitoring online searches, which can be used to extrapolate greater trends. Google Trends has been a great source of big data for many years. It keeps very details records on search history volume for various search queries. r/DataisBeautiful Subreddit on Reddit. Reddit has a subreddit called r/dataisbeautiful.
131 
Mlearning.ai
DECEMBER 28, 2023
We can look into the history of humans discriminating against other humans to extrapolate what discriminating against Conscious AI may look like. The cost of being wrong if AI is sentient is a moral one. We may discriminate against a sentient being.
52 
AssemblyAI
NOVEMBER 30, 2023
If the data is analyzed, it is typically performed manually, resulting in small sample sizes (less than 5% of all conversational data available) that make it difficult to extrapolate broader findings and apply these findings to make informed business decisions.
59 
Smart Data Collective
JANUARY 14, 2021
Making more accurate extrapolations from limited financial data. Predictive analytics algorithms can look at various trends surrounding the business. They can also see how IPOs in general performed in the months after they went public.
Google Research AI blog
NOVEMBER 10, 2022
In many cases, the performance of a large language model can be predicted by extrapolating the performance trend of smaller models. Scaling up the size of language models often leads to improved performance and sample efficiency on a range of downstream NLP tasks.
Towards AI
SEPTEMBER 28, 2023
Edge Decoder: to extrapolate predictions. The Model — Individual Components Taking inspiration from the time-and-graph approach, we employ an Encoder-Decoder architecture. [5] 5] The three crucial units are: GNN Encoder: to generate static node embeddings. Transformer: to create temporal node embeddings.
JUNE 20, 2023
They are trained on large reams of data, and by the process of machine learning are able to then extrapolate to produce new data. Generative AI Generative AI systems are those that can create different types of content, including images, text, videos, music, voice audio and code.
140 
FlowingData
NOVEMBER 10, 2021
A few dollars here and there doesn’t seem like much, but extrapolate that to Jack in the Box tacos, and you’re getting somewhere. The interactive takes the natural next step with what you could do with that time, which makes the calculation more tangible. I do the same thing when describing money saved.
88 
Smart Data Collective
AUGUST 22, 2021
PQ (Performance Qualification): This is an extrapolation of the third stage of operational quality. OQ (Operational Qualification) : At this stage, your tests will show that your software will work the way it was designed to do (i.e., as per security capabilities and features defined in the DQ).
130 
Ocean Protocol
NOVEMBER 3, 2023
Using the “periodic” extrapolation parameter ensures a smooth transition between December and January, effectively tackling the discontinuity issue. However, they may not capture month-specific nuances effectively.
59 
IBM Journey to AI blog
OCTOBER 25, 2023
But it makes sense for CIOs and CTOs to examine the many ways organizations have created business value from traditional AI as a starting point, and to extrapolate potential value from their generative AI test cases and quick wins.
89 
Chatbots Life
MARCH 17, 2023
Now, extrapolate this randomness to how people communicate with chatbots. Naturally, different people have a tendency to misspell certain words, use short forms, and enter certain words in uppercase letters and others in lowercase. Essentially, there is a lot of randomness to the way different people text.
NOVEMBER 9, 2023
Outpainting: Taking a section of a song and extrapolating what the next few bars might look like. A few of the key capabilities here will include: Inpainting: Taking a couple of notes that a producer plays and “filling” out the phrase. This is already supported by MusicGen with the “ continuation ” setting.
34 
Hacker News
SEPTEMBER 24, 2021
Extrapolating the gains of recent years might suggest that by 2025 the error level in the best deep-learning systems designed for recognizing objects in the ImageNet data set should be reduced to just 5 percent [top]. Is extrapolating out so many orders of magnitude a reasonable thing to do? Extrapolating this way. Yes and no.
182 
Hacker News
NOVEMBER 12, 2023
Extrapolating from Eos’s 4 minutes means it would take 8 days to complete the training, and that’s on what might be the most powerful AI supercomputer yet built. Instead, it involves training the system to a certain checkpoint that proves the training would have reached the needed accuracy given enough time. And these trainings do take time.
181 
Smart Data Collective
SEPTEMBER 26, 2019
With Big Data, software developers are able to look into completed projects, extrapolate intel, and to create a platform upon which new projects can be built on. One of the primary elements of data integration and analytics in software development is having good data.
80 
IBM Data Science in Practice
JULY 5, 2023
This can be extrapolated to several other aspects of life, in which each part of a whole is important and contributes, in some way, to the final goal. And this can also be extrapolated to the creation of knowledge-enhanced foundational models based on Graph Neural Networks (GNN).
130 
Ocean Protocol
FEBRUARY 2, 2023
The result is a practical, real-world model that’s much more sophisticated than simple linear extrapolation. Prophet sums: 1) a combination of trend functions (including non-linear ones) with 2) seasonal inputs (including yearly, monthly, weekly and daily seasonalities) and 3) holiday effects (customizable to particular regions!).
Dataconomy
DECEMBER 18, 2023
It cleverly extrapolates and generates a background, offering an expanded and altered version of the uploaded images. AI-powered expansion: Using advanced algorithms, the filter stretches the borders of the selected images, creating additional visual space that wasn’t originally captured in the photos.
177
Expert insights. Personalized for you.
We have resent the email to
Are you sure you want to cancel your subscriptions?
Let's personalize your content