EFFICIENT Definition & Meaning | Dictionary.com
EFFICIENT definition: performing or functioning in the best possible manner with the least waste of time and effort; having and using requisite knowledge, skill, and industry; competent; capable. See …
EFFICIENT Definition & Meaning - Merriam-Webster
Efficient most often describes what is capable of producing desired results without wasting materials, time, or energy. While the word can be applied to both people and things, it is far more commonly …
Accurate and efficient algorithm for Bader charge integration
We propose an efficient, accurate method to integrate the basins of attraction of a smooth function defined on a general discrete grid, and apply it to the Bader charge partitioning for the electron charge density. Starting with the evolution of traj...
Efficient methods for time-dependence in semiclassical Schrödinger equations
We build an efficient and unitary (hence stable) method for the solution of the semi-classical Schrödinger equation subject with explicitly time-dependent potentials. The method is based on a combination of the Zassenhaus decomposition (Bader, Iserl...
Extending Sheldon M. Ross's Method for Efficient Large-Scale Variance Computation
The paper introduces Prior Knowledge Acceleration (PKA), a method to speed up variance calculations by leveraging prior knowledge of the variance in the original dataset. PKA enables the efficient updating of variance when adding new data, reducing c...
Air-to-Air Heat Exchangers for Healthier Energy-Efficient Homes
Points: 272 | Comments: 180 | Author: MengerSponge
MIT researchers develop an efficient way to train more reliable AI ...
Nov 22, 2024 · MIT researchers developed an efficient approach for training more reliable reinforcement learning models, focusing on complex tasks that involve variability. This could enable the leverage of …
Improving the Predictive Performances of $k$ Nearest Neighbors Learning by Efficient Varia…
This paper computationally demonstrates a sharp improvement in predictive performance for $k$ nearest neighbors thanks to an efficient forward selection of the predictor variables. We show both simulated and real-world data that this novel repeatedly...
PSA: Pyramid Sparse Attention for Efficient Video Understanding and Generation
Attention mechanisms are the core of foundation models, but their quadratic complexity remains a critical bottleneck for scaling. This challenge has driven the development of efficient attention mechanisms, with sparsity emerging as the dominant para...
Efficient graph state generation and artificial error detection
How to generate photonic cluster state or graph state efficiently is the main problem in optical measurement-based quantum computation. Assisted by the cross phase modulation technique, we propose an efficient scheme to realize the cascade CZ operati...
Summarizing n-grams efficiently in Python on big data
Oct 7, 2023 · Summarizing n-grams efficiently in Python on big data Ask Question Asked 2 years, 4 months ago Modified 2 years, 3 months ago
Created from scratch an efficient web scraper to mine WebMD
WebMD-Scraper Created from scratch an efficient web scraper to mine WebMD for data on all the drugs listed on the website as well as the customer reviews for those drugs. Using this data, along with …
MIT researchers develop an efficient way to train more reliable AI ...
Nov 22, 2024 · MIT researchers developed an efficient approach for training more reliable reinforcement learning models, focusing on complex tasks that involve variability. This could enable the leverage of …
Deterministic Neural Illumination Mapping for Efficient Auto-White Balance Correction
Auto-white balance (AWB) correction is a critical operation in image signal processors for accurate and consistent color correction across various illumination scenarios. This paper presents a novel and efficient AWB correction method that achieves a...
CppSs -- a C++ Library for Efficient Task Parallelism
We present the C++ library CppSs (C++ super-scalar), which provides efficient task-parallelism without the need for special compilers or other software. Any C++ compiler that supports C++11 is sufficient. CppSs features different directionality claus...
Efficient 3D NLTE dust radiative transfer with SKIRT
We present an updated version of SKIRT, a 3D Monte Carlo radiative transfer code developed to simulate dusty galaxies. The main novel characteristics of the SKIRT code are the use of a stellar foam to generate random positions, an efficient combinati...
Point-PEFT: Parameter-Efficient Fine-Tuning for 3D Pre-trained Models
The popularity of pre-trained large models has revolutionized downstream tasks across diverse fields, such as language, vision, and multi-modality. To minimize the adaption cost for downstream tasks, many Parameter-Efficient Fine-Tuning (PEFT) techni...
Holography as a highly efficient RG flow II: An explicit construction
We complete the reformulation of the holographic correspondence as a \emph{highly efficient RG flow} that can also determine the UV data in the field theory in the strong coupling and large $N$ limit. We introduce a special way to define operators at...
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Efficient algorithms for topological inference on random graphs
In this study, we investigate the problem of classifying, characterizing, and designing efficient algorithms for hard inference problems on planar graphs, in the limit of infinite size. The problem is considered hard if, for a deterministic graph, it...